%2024.05.03

@inproceedings{guo2024fedcsl,
    title={FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning},
    author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Jiuyong},
    booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
    biburl    = {publication/29113-Article Text-33167-1-2-20240324.pdf},
    volume={38},
    number={11},
    pages={12235--12243},
    year={2024}
  }

@inproceedings{cheng2024instrumental,
      title={Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders},
      author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Liu, Jixue and Gao, Wentao and Le, Thuc Duy},
      booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
      biburl    = {publication/29029-Article Text-33083-1-2-20240324 (1).pdf},
      volume={38},
      number={10},
      pages={11480--11488},
      year={2024}
    }
    
    @article{liu2024fairmod,
      title={Fairmod: making predictions fair in multiple protected attributes},
      author={Liu, Jixue and Li, Jiuyong and Liu, Lin and Le, Thuc and Ye, Feiyue and Li, Gefei},
      journal={Knowledge and Information Systems},
      volume={66},
      number={3},
      pages={1861--1884},
      year={2024},
      publisher={Springer}
    }

@inproceedings{park2023causal,
      title={Causal Disentanglement for Adversarial Defense},
      author={Park, Ji-Young and Liu, Lin and Liu, Jixue and Li, Jiuyong},
      booktitle={Australasian Joint Conference on Artificial Intelligence},
      pages={315--327},
      year={2023},
      organization={Springer}
    }
  
  %2024.01.23

@article{liu2023fairmod,
        title={Fairmod: making predictions fair in multiple protected attributes},
        author={Liu, Jixue and Li, Jiuyong and Liu, Lin and Le, Thuc and Ye, Feiyue and Li, Gefei},
        journal={Knowledge and Information Systems},
        pages={1--24},
        biburl    = {publication/s10115-023-02003-4.pdf},
        year={2023},
        publisher={Springer}
      }

@article{zhang2023pan,
        title={Pan-cancer characterization of ncRNA synergistic competition uncovers potential carcinogenic biomarkers},
        author={Zhang, Junpeng and Liu, Lin and Wei, Xuemei and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Le, Thuc Duy},
        journal={PLOS Computational Biology},
        volume={19},
        number={10},
        pages={e1011308},
        biburl    = {publication/journal.pcbi.1011308.pdf},
        year={2023},
        publisher={Public Library of Science San Francisco, CA USA}
      }

@inproceedings{tran2023stabilising,
        title={Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Li, Xiaomei and Liu, Jixue and Waters, Tony},
        booktitle={Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
        pages={4970--4980},
        biburl    = {publication/3580305.3599908.pdf},
        year={2023}
      }

@inproceedings{deho2023assessing,
        title={Assessing the Fairness of Course Success Prediction Models in the Face of (Un) equal Demographic Group Distribution},
        author={Deho, Oscar Blessed and Joksimovic, Srecko and Liu, Lin and Li, Jiuyong and Zhan, Chen and Liu, Jixue},
        booktitle={Proceedings of the Tenth ACM Conference on Learning@ Scale},
        pages={48--58},
        biburl    = {publication/3573051.3593381.pdf},
        year={2023}
      }

@article{tran2023personalized,
        title={Personalized Interventions to Increase the Employment Success of People with Disability},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Liu, Jixue and Zhao, Yanchang and Waters, Tony},
        journal={IEEE Transactions on Big Data},
        biburl    = {publication/Personalized_Interventions_to_Increase_the_Employment_Success_of_People_With_Disability.pdf},
        year={2023},
        publisher={IEEE}
      }

@inproceedings{cheng2023causal,
        title={Causal inference with conditional instruments using deep generative models},
        author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy},
        booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
        biburl    = {publication/25869-Article Text-29932-1-2-20230626.pdf},
        volume={37},
        number={6},
        pages={7122--7130},
        year={2023}
      }
    
    @inproceedings{cheng2023learning,
        title={Learning Conditional Instrumental Variable Representation for Causal Effect Estimation},
        author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Le, Thuc Duy and Liu, Jixue},
        booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
        biburl    = {publication/2306.12453v1.pdf},
        pages={525--540},
        year={2023},
        organization={Springer}
      }

@inproceedings{xu2023disentangled,
        title={Disentangled representation with causal constraints for counterfactual fairness},
        author={Xu, Ziqi and Liu, Jixue and Cheng, Debo and Li, Jiuyong and Liu, Lin and Wang, Ke},
        booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
        biburl    = {publication/2208.09147v2.pdf},
        pages={471--482},
        year={2023},
        organization={Springer}
      }

@article{guo2023adaptive,
        title={Adaptive skeleton construction for accurate DAG learning},
        author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Peipei and Li, Jiuyong},
        journal={IEEE Transactions on Knowledge and Data Engineering},
        biburl    = {publication/Adaptive_Skeleton_Construction_for_Accurate_DAG_Learning.pdf},
        year={2023},
        publisher={IEEE}
      }

@article{cheng2023discovering,
        title={Discovering ancestral instrumental variables for causal inference from observational data},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Yu, Kui and Le, Thuc Duy and Liu, Jixue},
        journal={IEEE Transactions on Neural Networks and Learning Systems},
        biburl    = {publication/Discovering_Ancestral_Instrumental_Variables_for_Causal_Inference_From_Observational_Data.pdf},
        year={2023},
        publisher={IEEE}
      }

@article{li2023causal,
        title={Causal heterogeneity discovery by bottom-up pattern search for personalised decision making},
        author={Li, Jiuyong and Liu, Lin and Zhang, Shisheng and Ma, Saisai and Le, Thuc Duy and Liu, Jixue},
        journal={Applied Intelligence},
        biburl    = {publication/Causal_heterogeneity_discovery_by_bottom-up_patter.pdf},
        volume={53},
        number={7},
        pages={8180--8194},
        year={2023},
        publisher={Springer}
      }
      
      @article{bewong2023datm,
        title={DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text},
        author={Bewong, Michael and Wondoh, John and Kwashie, Selasi and Liu, Jixue and Liu, Lin and Li, Jiuyong and Islam, Md Zahidul and Kernot, David},
        journal={IEEE Access},
        volume={11},
        pages={32826--32841},
        biburl    = {publication/DATM_A_Novel_Data_Agnostic_Topic_Modeling_Technique_With_Improved_Effectiveness_for_Both_Short_and_Long_Text.pdf},
        year={2023},
        publisher={IEEE}
      }

@article{zhang2023integrating,
        title={Integrating Global and Local Feature Selection for Multi-Label Learning},
        author={Zhang, Zan and Liu, Lin and Li, Jiuyong and Wu, Xindong},
        journal={ACM Transactions on Knowledge Discovery from Data},
        biburl    = {publication/3532190.pdf},
        volume={17},
        number={1},
        pages={1--37},
        year={2023},
        publisher={ACM New York, NY}
      }

@inproceedings{xu2023disentangled,
        title={Disentangled representation for causal mediation analysis},
        author={Xu, Ziqi and Cheng, Debo and Li, Jiuyong and Liu, Jixue and Liu, Lin and Wang, Ke},
        booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
        biburl    = {publication/26266-Article Text-30329-1-2-20230626.pdf},
        volume={37},
        number={9},
        pages={10666--10674},
        year={2023}
      }
      
      @article{zhang2023scanning,
        title={Scanning sample-specific miRNA regulation from bulk and single-cell RNA-sequencing data},
        author={Zhang, Junpeng and Liu, Lin and Wei, Xuemei and Zhao, Chunwen and Luo, Yanbi and Li, Jiuyong and Le, Thuc Duy},
        journal={bioRxiv},
        biburl    = {publication/2023.08.21.554111v1.full.pdf},
        pages={2023--08},
        year={2023},
        publisher={Cold Spring Harbor Laboratory}
      }

@article{zhang2023multi,
        title={Multi-label feature selection via adaptive label correlation estimation},
        author={Zhang, Zan and Zhang, Zhe and Yao, Jialu and Liu, Lin and Li, Jiuyong and Wu, Gongqing and Wu, Xindong},
        journal={ACM Transactions on Knowledge Discovery from Data},
        biburl    = {publication/3604560.pdf},
        year={2023},
        publisher={ACM New York, NY}
      }

@inproceedings{tran2022decision,
        title={Decision Support for Disability Employment using Counterfactual Survival Analysis},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Liu, Jixue and Zhao, Yanchang and Waters, Tony},
        booktitle={2022 IEEE International Conference on Big Data (Big Data)},
        biburl    = {publication/Decision_Support_for_Disability_Employment_using_Counterfactual_Survival_Analysis.pdf},
        pages={2103--2112},
        year={2022},
        organization={IEEE}
      }

@inproceedings{park2022randomize,
        title={Randomize Adversarial Defense in a Light Way},
        author={Park, Ji-Young and Liu, Lin and Liu, Jixue and Li, Jiuyong},
        booktitle={2022 IEEE International Conference on Big Data (Big Data)},
        biburl    = {publication/Randomize_Adversarial_Defense_in_a_Light_Way.pdf},
        pages={1080--1089},
        year={2022},
        organization={IEEE}
      }

@article{deho2022should,
        title={Should learning analytics models include sensitive attributes? Explaining the why},
        author={Deho, Oscar Blessed and Joksimovic, Srecko and Li, Jiuyong and Zhan, Chen and Liu, Jixue and Liu, Lin},
        journal={IEEE Transactions on Learning Technologies},
        biburl    = {publication/Should_Learning_Analytics_Models_Include_Sensitive_Attributes_Explaining_the_Why.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{ling2022causal,
        title={Causal learner: A toolbox for causal structure and markov blanket learning},
        author={Ling, Zhaolong and Yu, Kui and Zhang, Yiwen and Liu, Lin and Li, Jiuyong},
        journal={Pattern Recognition Letters},
        biburl    = {publication/1-s2.0-S0167865522002914-main.pdf},
        volume={163},
        pages={92--95},
        year={2022},
        publisher={Elsevier}
      }

@article{cheng2022local,
        title={Local search for efficient causal effect estimation},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Zhang, Jiji and Liu, Jixue and Le, Thuc Duy},
        journal={IEEE Transactions on Knowledge and Data Engineering},
        biburl    = {publication/Local_Search_for_Efficient_Causal_Effect_Estimation.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{liu2022fastopm,
        title={FastOPM—A practical method for partial match of time series},
        author={Liu, Jixue and Li, Jiuyong and Liu, Lin},
        journal={Pattern Recognition},
        biburl    = {publication/1-s2.0-S0031320322002898-main.pdf},
        volume={130},
        pages={108808},
        year={2022},
        publisher={Elsevier}
      }

@inproceedings{deho2022assessing,
        title={Assessing the causal impact of online instruction due to covid-19 on students’ grades and its aftermath on grade prediction models},
        author={Deho, Oscar Blessed and Liu, Lin and Joksimovic, Srecko and Li, Jiuyong and Zhan, Chen and Liu, Jixue},
        booktitle={Proceedings of the 2022 ACM Conference on Information Technology for Social Good},
        biburl    = {publication/3524458.3547232.pdf},
        pages={32--38},
        year={2022}
      }

@article{cheng2022data,
        title={Data-driven causal effect estimation based on graphical causal modelling: A survey},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy},
        journal={ACM Computing Surveys},
        biburl    = {publication/3636423.pdf},
        year={2022},
        publisher={ACM New York, NY}
      }

@article{li2022identifying,
        title={Identifying preeclampsia-associated genes using a control theory method},
        author={Li, Xiaomei and Liu, Lin and Whitehead, Clare and Li, Jiuyong and Thierry, Benjamin and Le, Thuc D and Winter, Marnie},
        journal={Briefings in Functional Genomics},
        biburl    = {publication/elac006.pdf},
        volume={21},
        number={4},
        pages={296--309},
        year={2022},
        publisher={Oxford University Press}
      }

@article{guo2022causal,
        title={Causal feature selection with dual correction},
        author={Guo, Xianjie and Yu, Kui and Liu, Lin and Cao, Fuyuan and Li, Jiuyong},
        journal={IEEE Transactions on Neural Networks and Learning Systems},
        biburl    = {publication/Causal_Feature_Selection_With_Dual_Correction.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{zhang2022time,
        title={Time to infer miRNA sponge modules},
        author={Zhang, Junpeng and Liu, Lin and Xu, Taosheng and Zhang, Wu and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
        journal={Wiley Interdisciplinary Reviews: RNA},
        biburl    = {publication/WIREs RNA - 2021 - Zhang - Time to infer miRNA sponge modules.pdf},
        volume={13},
        number={2},
        pages={e1686},
        year={2022},
        publisher={Wiley Online Library}
      }
    
      @article{zhang2022mirsponger,
        title={miRspongeR 2.0: an enhanced R package for exploring miRNA sponge regulation},
        author={Zhang, Junpeng and Liu, Lin and Zhang, Wu and Li, Xiaomei and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Le, Thuc Duy},
        journal={Bioinformatics Advances},
        biburl    = {publication/vbac063.pdf},
        volume={2},
        number={1},
        pages={vbac063},
        year={2022},
        publisher={Oxford University Press}
      }

@inproceedings{lu2021divide,
        title={Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency},
        author={Lu, Sha and Liu, Lin and Li, Jiuyong and Le, Thuc Duy and Liu, Jixue},
        booktitle={2021 IEEE International Conference on Big Knowledge (ICBK)},
        biburl    = {publication/Divide_and_Conquer_Targeted_Adversary_Detection_using_Proximity_and_Dependency.pdf},
        pages={125--132},
        year={2021},
        organization={IEEE}
      }

%2022.08.15
    @article{li2022causal,
      title={Causal heterogeneity discovery by bottom-up pattern search for personalised decision making},
      author={Li, Jiuyong and Liu, Lin and Zhang, Shisheng and Ma, Saisai and Le, Thuc Duy and Liu, Jixue},
      journal={Applied Intelligence},
      pages={1--15},
      year={2022},
      url       = {https://doi.org/10.1007/s10489-022-03860-2},
      biburl    = {publication/s10489-022-03860-2.pdf},
      publisher={Springer}
    }

@article{DBLP:journals/bjet/DehoZLLLL22,
      author    = {Oscar Blessed Deho and
                   Chen Zhan and
                   Jiuyong Li and
                   Jixue Liu and
                   Lin Liu and
                   Thuc Duy Le},
      title     = {How do the existing fairness metrics and unfairness mitigation algorithms
                   contribute to ethical learning analytics?},
      journal   = {Br. J. Educ. Technol.},
      volume    = {53},
      number    = {4},
      pages     = {822--843},
      year      = {2022},
      url       = {https://doi.org/10.1111/bjet.13217},
      doi       = {10.1111/bjet.13217},
      timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
      biburl    = {publication/Brit J Educational Tech - 2022 - Deho - How do the existing fairness metrics and unfairness mitigation algorithms.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/datamine/ChengLLLLY22,
      author    = {Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Thuc Duy Le and
                   Jixue Liu and
                   Kui Yu},
      title     = {Sufficient dimension reduction for average causal effect estimation},
      journal   = {Data Min. Knowl. Discov.},
      volume    = {36},
      number    = {3},
      pages     = {1174--1196},
      year      = {2022},
      url       = {https://doi.org/10.1007/s10618-022-00832-5},
      doi       = {10.1007/s10618-022-00832-5},
      timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
      biburl    = {publication/s10618-022-00832-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/remotesensing/ZhaoLPLOM22,
      author    = {Liang Zhao and
                   Jixue Liu and
                   Stefan Peters and
                   Jiuyong Li and
                   Simon Oliver and
                   Norman Mueller},
      title     = {Investigating the Impact of Using {IR} Bands on Early Fire Smoke Detection
                   from Landsat Imagery with a Lightweight {CNN} Model},
      journal   = {Remote. Sens.},
      volume    = {14},
      number    = {13},
      pages     = {3047},
      year      = {2022},
      url       = {https://doi.org/10.3390/rs14133047},
      doi       = {10.3390/rs14133047},
      timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
      biburl    = {publication/remotesensing-14-03047-v4.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkdd/LingYLLZW22,
      author    = {Zhaolong Ling and
                   Kui Yu and
                   Lin Liu and
                   Jiuyong Li and
                   Yiwen Zhang and
                   Xindong Wu},
      title     = {PSL: An Algorithm for Partial Bayesian Network Structure Learning},
      journal   = {{ACM} Trans. Knowl. Discov. Data},
      volume    = {16},
      number    = {5},
      pages     = {93:1--93:25},
      year      = {2022},
      url       = {https://doi.org/10.1145/3508071},
      doi       = {10.1145/3508071},
      timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
      biburl    = {publication/3508071.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ijcai/ChengLLZLL22,
      author    = {Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Jiji Zhang and
                   Thuc Duy Le and
                   Jixue Liu},
      editor    = {Luc De Raedt},
      title     = {Ancestral Instrument Method for Causal Inference without Complete
                   Knowledge},
      booktitle = {Proceedings of the Thirty-First International Joint Conference on
                   Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                   2022},
      pages     = {4843--4849},
      publisher = {ijcai.org},
      year      = {2022},
      url       = {https://doi.org/10.24963/ijcai.2022/671},
      doi       = {10.24963/ijcai.2022/671},
      timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
      biburl    = {publication/0671.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/TranLL0LZW22,
      author    = {Ha Xuan Tran and
                   Thuc Duy Le and
                   Jiuyong Li and
                   Lin Liu and
                   Jixue Liu and
                   Yanchang Zhao and
                   Tony Waters},
      editor    = {Aidong Zhang and
                   Huzefa Rangwala},
      title     = {What is the Most Effective Intervention to Increase Job Retention
                   for this Disabled Worker?},
      booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                   and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
      pages     = {3981--3991},
      publisher = {{ACM}},
      year      = {2022},
      url       = {https://doi.org/10.1145/3534678.3539026},
      doi       = {10.1145/3534678.3539026},
      timestamp = {Mon, 15 Aug 2022 10:14:00 +0200},
      biburl    = {publication/3534678.3539026.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/TranLLLLZW22,
      author    = {Ha Xuan Tran and
                   Thuc Duy Le and
                   Jiuyong Li and
                   Lin Liu and
                   Jixue Liu and
                   Yanchang Zhao and
                   Tony Waters},
      editor    = {Jo{\~{a}}o Gama and
                   Tianrui Li and
                   Yang Yu and
                   Enhong Chen and
                   Yu Zheng and
                   Fei Teng},
      title     = {Recommending Personalized Interventions to Increase Employability
                   of Disabled Jobseekers},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
                   Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
                   Part {III}},
      series    = {Lecture Notes in Computer Science},
      volume    = {13282},
      pages     = {92--104},
      publisher = {Springer},
      year      = {2022},
      url       = {publication/Tran2022_Chapter_RecommendingPersonalizedInterv.pdf},
      doi       = {10.1007/978-3-031-05981-0\_8},
      timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/TranLLLLZW22.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/XuXLCLLW22,
      author    = {Zhenlong Xu and
                   Ziqi Xu and
                   Jixue Liu and
                   Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Ke Wang},
      editor    = {Jo{\~{a}}o Gama and
                   Tianrui Li and
                   Yang Yu and
                   Enhong Chen and
                   Yu Zheng and
                   Fei Teng},
      title     = {Assessing Classifier Fairness with Collider Bias},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
                   Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
                   Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {13281},
      pages     = {262--276},
      publisher = {Springer},
      year      = {2022},
      url       = {publication/978-3-031-05936-0_21.pdf},
      doi       = {10.1007/978-3-031-05936-0\_21},
      timestamp = {Wed, 18 May 2022 18:07:47 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/XuXLCLLW22.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csur/ZhangLL22,
      author    = {Weijia Zhang and Jiuyong Li and Lin Liu},
      title     = {A Unified Survey of Treatment Effect Heterogeneity Modelling and Uplift Modelling},
      journal   = {{ACM} Comput. Surv.},
      volume    = {54},
      number    = {8},
      pages     = {162:1--162:36},
      year      = {2022},
      url       = {https://doi.org/10.1145/3466818},
      doi       = {10.1145/3466818},
      timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3466818.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{cheng2022toward,
      title={Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables},
      author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Yu, Kui and Le, Thuc Duy and Liu, Jixue},
      journal={IEEE Transactions on Neural Networks and Learning Systems},
      year={2022},
      url       = {https://ieeexplore.ieee.org/abstract/document/9674196},
      biburl    = {publication/Toward_Unique_and_Unbiased_Causal_Effect_Estimation_From_Data_With_Hidden_Variables.pdf},
      publisher={IEEE}
    }

%2010-2021.12.31
    %Jiuyong Li
    @article{DBLP:journals/bib/PhamLTNLLL21,
      author    = {Vu Viet Hoang Pham and Xiaomei Li and Buu Minh Thanh Truong and Thin Nguyen and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {The winning methods for predicting cellular position in the {DREAM} single-cell transcriptomics challenge},
      journal   = {Briefings Bioinform.},
      volume    = {22},
      number    = {3},
      year      = {2021},
      url       = {https://doi.org/10.1093/bib/bbaa181},
      doi       = {10.1093/bib/bbaa181},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/bbaa181.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/Cifuentes-Bernal21,
      author    = {Andres M. Cifuentes{-}Bernal and Vu Viet Hoang Pham and Xiaomei Li and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {A pseudotemporal causality approach to identifying miRNA-mRNA interactions during biological processes},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {6},
      pages     = {807--814},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btaa899},
      doi       = {10.1093/bioinformatics/btaa899},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2020.07.07.192724.full.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/LiTXLLL21,
      author    = {Xiaomei Li and Buu Minh Thanh Truong and Taosheng Xu and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {Uncovering the roles of microRNAs/lncRNAs in characterising breast cancer subtypes and prognosis},
      journal   = {{BMC} Bioinform.},
      volume    = {22},
      number    = {1},
      pages     = {300},
      year      = {2021},
      url       = {https://doi.org/10.1186/s12859-021-04215-3},
      doi       = {10.1186/s12859-021-04215-3},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/s12859-021-04215-3.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiZLYLL21,
      author    = {Jiuyong Li and Weijia Zhang and Lin Liu and Kui Yu and Thuc Duy Le and Jixue Liu},
      title     = {A general framework for causal classification},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {11},
      number    = {2},
      pages     = {127--139},
      year      = {2021},
      url       = {https://doi.org/10.1007/s41060-021-00249-1},
      doi       = {10.1007/s41060-021-00249-1},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Li2021_Article_AGeneralFrameworkForCausalClas.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkdd/YuLL21,
      author    = {Kui Yu and Lin Liu and Jiuyong Li},
      title     = {A Unified View of Causal and Non-causal Feature Selection},
      journal   = {{ACM} Trans. Knowl. Discov. Data},
      volume    = {15},
      number    = {4},
      pages     = {63:1--63:46},
      year      = {2021},
      url       = {https://doi.org/10.1145/3436891},
      doi       = {10.1145/3436891},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3436891.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aaai/ZhangLL21,
      author    = {Weijia Zhang and Lin Liu and Jiuyong Li},
      title     = {Treatment Effect Estimation with Disentangled Latent Factors},
      booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021},
      pages     = {10923--10930},
      publisher = {{AAAI} Press},
      year      = {2021},
      url       = {https://ojs.aaai.org/index.php/AAAI/article/view/17304},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/17304-Article Text-20798-1-2-20210518.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/TranLLLLZW21,
      author    = {Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin Liu and Jixue Liu and Yanchang Zhao and Tony Waters},
      editor    = {Feida Zhu and Beng Chin Ooi and Chunyan Miao},
      title     = {Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability},
      booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
      pages     = {3616--3626},
      publisher = {{ACM}},
      year      = {2021},
      url       = {https://doi.org/10.1145/3447548.3467095},
      doi       = {10.1145/3447548.3467095},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3447548.3467095.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLCTBLK21,
      author    = {Thuc Duy Le and Jiuyong Li and Gregory Cooper and Sofia Triantafillou and Elias Bareinboim and Huan Liu and Negar Kiyavash},
      editor    = {Feida Zhu and Beng Chin Ooi and Chunyan Miao},
      title     = {The {KDD} 2021 Workshop on Causal Discovery {(CD2021)}},
      booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
      pages     = {4141--4142},
      publisher = {{ACM}},
      year      = {2021},
      url       = {https://doi.org/10.1145/3447548.3469462},
      doi       = {10.1145/3447548.3469462},
      timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
      biburl    = {publication/3447548.3469462.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/artmed/ZhanRLPL20,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {Detecting potential signals of adverse drug events from prescription data},
      journal   = {Artif. Intell. Medicine},
      volume    = {104},
      pages     = {101839},
      year      = {2020},
      url       = {https://doi.org/10.1016/j.artmed.2020.101839},
      doi       = {10.1016/j.artmed.2020.101839},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0933365719301216-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangPLXTLRL20,
      author    = {Junpeng Zhang and Vu Viet Hoang Pham and Lin Liu and Taosheng Xu and Buu Minh Thanh Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
      title     = {Correction to: Identifying miRNA synergism using multiple-intervention causal inference},
      journal   = {{BMC} Bioinform.},
      volume    = {21},
      number    = {1},
      pages     = {32},
      year      = {2020},
      url       = {https://doi.org/10.1186/s12859-020-3369-1},
      doi       = {10.1186/s12859-020-3369-1},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      biburl    = {publication/s12859-020-3369-1.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csur/YuGLLWLW20,
      author    = {Kui Yu and Xianjie Guo and Lin Liu and Jiuyong Li and Hao Wang and Zhaolong Ling and Xindong Wu},
      title     = {Causality-based Feature Selection: Methods and Evaluations},
      journal   = {{ACM} Comput. Surv.},
      volume    = {53},
      number    = {5},
      pages     = {111:1--111:36},
      year      = {2020},
      url       = {https://doi.org/10.1145/3409382},
      doi       = {10.1145/3409382},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3409382.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhanRLPL20,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {Detecting high-quality signals of adverse drug-drug interactions from spontaneous reporting data},
      journal   = {J. Biomed. Informatics},
      volume    = {112},
      pages     = {103603},
      year      = {2020},
      url       = {https://doi.org/10.1016/j.jbi.2020.103603},
      doi       = {10.1016/j.jbi.2020.103603},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S1532046420302318-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/pami/YuLLDL20,
      author    = {Kui Yu and Lin Liu and Jiuyong Li and Wei Ding and Thuc Duy Le},
      title     = {Multi-Source Causal Feature Selection},
      journal   = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
      volume    = {42},
      number    = {9},
      pages     = {2240--2256},
      year      = {2020},
      url       = {https://doi.org/10.1109/TPAMI.2019.2908373},
      doi       = {10.1109/TPAMI.2019.2908373},
      timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
      biburl    = {publication/Multi-Source_Causal_Feature_Selection.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ploscb/ZhangXLZZLLRL20,
      author    = {Junpeng Zhang and Taosheng Xu and Lin Liu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
      title     = {LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer},
      journal   = {PLoS Comput. Biol.},
      volume    = {16},
      number    = {4},
      year      = {2020},
      url       = {https://doi.org/10.1371/journal.pcbi.1007851},
      doi       = {10.1371/journal.pcbi.1007851},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/841502v2.full.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/YuLL20,
      author    = {Kui Yu and Lin Liu and Jiuyong Li},
      title     = {Learning Markov Blankets From Multiple Interventional Data Sets},
      journal   = {{IEEE} Trans. Neural Networks Learn. Syst.},
      volume    = {31},
      number    = {6},
      pages     = {2005--2019},
      year      = {2020},
      url       = {https://doi.org/10.1109/TNNLS.2019.2927636},
      doi       = {10.1109/TNNLS.2019.2927636},
      timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
      biburl    = {publication/Learning_Markov_Blankets_From_Multiple_Interventional_Data_Sets.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/www/AnsahLKLL20,
      author    = {Jeffery Ansah and Lin Liu and Wei Kang and Jixue Liu and Jiuyong Li},
      title     = {Leveraging burst in twitter network communities for event detection},
      journal   = {World Wide Web},
      volume    = {23},
      number    = {5},
      pages     = {2851--2876},
      year      = {2020},
      url       = {https://doi.org/10.1007/s11280-020-00786-y},
      doi       = {10.1007/s11280-020-00786-y},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ansah2020_Article_LeveragingBurstInTwitterNetwor.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adma/ZhangNTLLL20,
      author    = {Junpeng Zhang and Thin Nguyen and Buu Minh Thanh Truong and Lin Liu and Jiuyong Li and Thuc Duy Le},
      editor    = {Xiaochun Yang and Chang{-}Dong Wang and Md. Saiful Islam and Zheng Zhang},
      title     = {Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data},
      booktitle = {Advanced Data Mining and Applications - 16th International Conference, {ADMA} 2020, Foshan, China, November 12-14, 2020, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {12447},
      pages     = {395--409},
      publisher = {Springer},
      year      = {2020},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-65390-3_31},
      doi       = {10.1007/978-3-030-65390-3\_31},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2020_Chapter_ComputationalMethodsForPredict.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ausai/LiuLYLLXL20,
      author    = {Jixue Liu and Jiuyong Li and Feiyue Ye and Lin Liu and Thuc Duy Le and Ping Xiong and Hong{-}Cheu Liu},
      editor    = {Marcus Gallagher and Nour Moustafa and Erandi Lakshika},
      title     = {Building Fair Predictive Models},
      booktitle = {AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, {AI} 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {12576},
      pages     = {216--229},
      publisher = {Springer},
      year      = {2020},
      url       = {https://link.springer.com/book/10.1007/978-3-030-64984-5},
      doi       = {10.1007/978-3-030-64984-5\_17},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Liu2020_Chapter_BuildingFairPredictiveModels.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/TranLLLLZW20,
      author    = {Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin Liu and Jixue Liu and Yanchang Zhao and Tony Waters},
      editor    = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz},
      title     = {Intervention Recommendation for Improving Disability Employment},
      booktitle = {{IEEE} International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020},
      pages     = {1671--1680},
      publisher = {{IEEE}},
      year      = {2020},
      url       = {https://doi.org/10.1109/BigData50022.2020.9378350},
      doi       = {10.1109/BigData50022.2020.9378350},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Intervention_Recommendation_for_Improving_Disability_Employment.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ecai/ZhangLL20,
      author    = {Weijia Zhang and Lin Liu and Jiuyong Li},
      editor    = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang},
      title     = {Robust Multi-Instance Learning with Stable Instances},
      booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)},
      series    = {Frontiers in Artificial Intelligence and Applications},
      volume    = {325},
      pages     = {1682--1689},
      publisher = {{IOS} Press},
      year      = {2020},
      url       = {https://doi.org/10.3233/FAIA200280},
      doi       = {10.3233/FAIA200280},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/1902.05066.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ecai/ChengLLLYL20,
      author    = {Debo Cheng and Jiuyong Li and Lin Liu and Jixue Liu and Kui Yu and Thuc Duy Le},
      editor    = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang},
      title     = {Causal Query in Observational Data with Hidden Variables},
      booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)},
      series    = {Frontiers in Artificial Intelligence and Applications},
      volume    = {325},
      pages     = {2551--2558},
      publisher = {{IOS} Press},
      year      = {2020},
      url       = {https://doi.org/10.3233/FAIA200390},
      doi       = {10.3233/FAIA200390},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2001.10269.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LuLLLL20,
      author    = {Sha Lu and Lin Liu and Jiuyong Li and Thuc Duy Le and Jixue Liu},
      editor    = {Hady W. Lauw and Raymond Chi{-}Wing Wong and Alexandros Ntoulas and Ee{-}Peng Lim and See{-}Kiong Ng and Sinno Jialin Pan},
      title     = {LoPAD: {A} Local Prediction Approach to Anomaly Detection},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {12085},
      pages     = {660--673},
      publisher = {Springer},
      year      = {2020},
      url       = {https://doi.org/10.1007/978-3-030-47436-2\_50},
      doi       = {10.1007/978-3-030-47436-2\_50},
      timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
      biburl    = {publication/978-3-030-47436-2_Chapter_50.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/sigir/IslamLLL020,
      author    = {Md. Zahidul Islam and Jixue Liu and Jiuyong Li and Lin Liu and Wei Kang},
      editor    = {Jimmy Huang and Yi Chang and Xueqi Cheng and Jaap Kamps and Vanessa Murdock and Ji{-}Rong Wen and Yiqun Liu},
      title     = {Evidence Weighted Tree Ensembles for Text Classification},
      booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} 2020, Virtual Event, China, July 25-30, 2020},
      pages     = {1737--1740},
      publisher = {{ACM}},
      year      = {2020},
      url       = {https://doi.org/10.1145/3397271.3401229},
      doi       = {10.1145/3397271.3401229},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3397271.3401229.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/ZhangLLL19,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer},
      journal   = {Briefings Bioinform.},
      volume    = {20},
      number    = {4},
      pages     = {1403--1419},
      year      = {2019},
      url       = {https://doi.org/10.1093/bib/bby008},
      doi       = {10.1093/bib/bby008},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bby008.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/PhamZLTXNLL19,
      author    = {Vu Viet Hoang Pham and Junpeng Zhang and Lin Liu and Buu Minh Thanh Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
      title     = {Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
      journal   = {{BMC} Bioinform.},
      volume    = {20},
      number    = {1},
      pages     = {143:1--143:12},
      year      = {2019},
      url       = {https://doi.org/10.1186/s12859-019-2668-x},
      doi       = {10.1186/s12859-019-2668-x},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Pham2019_Article_IdentifyingMiRNA-mRNARegulator.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangLXXZLL19,
      author    = {Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
      title     = {miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
      journal   = {{BMC} Bioinform.},
      volume    = {20},
      number    = {1},
      pages     = {235:1--235:12},
      year      = {2019},
      url       = {https://doi.org/10.1186/s12859-019-2861-y},
      doi       = {10.1186/s12859-019-2861-y},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2019_Article_MiRspongeRAnRBioconductorPacka.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/concurrency/BewongLLLC19,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li and Kim{-}Kwang Raymond Choo},
      title     = {A relative privacy model for effective privacy preservation in transactional data},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {31},
      number    = {23},
      year      = {2019},
      url       = {https://doi.org/10.1002/cpe.4923},
      doi       = {10.1002/cpe.4923},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/A relative privacy model for effective privacy preservation in transactional data _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ida/MaLLL19,
      author    = {Saisai Ma and Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Discovering context specific causal relationships},
      journal   = {Intell. Data Anal.},
      volume    = {23},
      number    = {4},
      pages     = {917--931},
      year      = {2019},
      url       = {https://doi.org/10.3233/IDA-184010},
      doi       = {10.3233/IDA-184010},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1808.06316.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/HelalLLEDM19,
      author    = {Sumyea Helal and Jiuyong Li and Lin Liu and Esmaeil Ebrahimie and Shane Dawson and Duncan J. Murray},
      title     = {Identifying key factors of student academic performance by subgroup discovery},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {7},
      number    = {3},
      pages     = {227--245},
      year      = {2019},
      url       = {https://doi.org/10.1007/s41060-018-0141-y},
      doi       = {10.1007/s41060-018-0141-y},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Helal2019_Article_IdentifyingKeyFactorsOfStudent.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/MaLLL19,
      author    = {Saisai Ma and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {Data-driven discovery of causal interactions},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {8},
      number    = {3},
      pages     = {285--297},
      year      = {2019},
      url       = {https://doi.org/10.1007/s41060-018-0168-0},
      doi       = {10.1007/s41060-018-0168-0},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ma2019_Article_Data-drivenDiscoveryOfCausalIn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/is/BewongLLL19,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li},
      title     = {Privacy preserving serial publication of transactional data},
      journal   = {Inf. Syst.},
      volume    = {82},
      pages     = {53--70},
      year      = {2019},
      url       = {https://doi.org/10.1016/j.is.2019.01.001},
      doi       = {10.1016/j.is.2019.01.001},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0306437918301960-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ploscb/PhamLBGLLL19,
      author    = {Vu Viet Hoang Pham and Lin Liu and Cameron Bracken and Gregory J. Goodall and Qi Long and Jiuyong Li and Thuc Duy Le},
      title     = {CBNA: A control theory based method for identifying coding and non-coding cancer drivers},
      journal   = {PLoS Comput. Biol.},
      volume    = {15},
      number    = {12},
      year      = {2019},
      url       = {https://doi.org/10.1371/journal.pcbi.1007538},
      doi       = {10.1371/journal.pcbi.1007538},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/file.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/pvldb/KwashieLLLSY19,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Lin Liu and Markus Stumptner and Lujing Yang},
      title     = {Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs)},
      journal   = {Proc. {VLDB} Endow.},
      volume    = {12},
      number    = {6},
      pages     = {653--666},
      year      = {2019},
      url       = {http://www.vldb.org/pvldb/vol12/p653-kwashie.pdf},
      doi       = {10.14778/3311880.3311883},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3311880.3311883.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tcbb/LeHLLLH19,
      author    = {Thuc Duy Le and Tao Hoang and Jiuyong Li and Lin Liu and Huawen Liu and Shu Hu},
      title     = {A Fast {PC} Algorithm for High Dimensional Causal Discovery with Multi-Core PCs},
      journal   = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
      volume    = {16},
      number    = {5},
      pages     = {1483--1495},
      year      = {2019},
      url       = {https://doi.org/10.1109/TCBB.2016.2591526},
      doi       = {10.1109/TCBB.2016.2591526},
      timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
      biburl    = {publication/TCBB.2016.2591526.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LiZKC19,
      author    = {Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui},
      title     = {Introduction to the Special Section on Advances in Causal Discovery and Inference},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {10},
      number    = {5},
      pages     = {45:1--45:3},
      year      = {2019},
      url       = {https://doi.org/10.1145/3359995},
      doi       = {10.1145/3359995},
      timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
      biburl    = {https://dl.acm.org/doi/fullHtml/10.1145/3359995},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/cikm/IslamLL0019,
      author    = {Md. Zahidul Islam and Jixue Liu and Jiuyong Li and Lin Liu and Wei Kang},
      editor    = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu},
      title     = {A Semantics Aware Random Forest for Text Classification},
      booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019},
      pages     = {1061--1070},
      publisher = {{ACM}},
      year      = {2019},
      url       = {https://doi.org/10.1145/3357384.3357891},
      doi       = {10.1145/3357384.3357891},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3357384.3357891.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLZKCH19,
      author    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      editor    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Preface: The 2019 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
      series    = {Proceedings of Machine Learning Research},
      volume    = {104},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2019},
      url       = {http://proceedings.mlr.press/v104/le19a.html},
      timestamp = {Tue, 15 Dec 2020 17:40:19 +0100},
      biburl    = {publication/le18a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/IslamLLLK19,
      author    = {Md. Zahidul Islam and Jixue Liu and Lin Liu and Jiuyong Li and Wei Kang},
      editor    = {Qiang Yang and Zhi{-}Hua Zhou and Zhiguo Gong and Min{-}Ling Zhang and Sheng{-}Jun Huang},
      title     = {Semantic Explanations in Ensemble Learning},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11439},
      pages     = {29--41},
      publisher = {Springer},
      year      = {2019},
      url       = {https://link.springer.com/chapter/10.1007%2F978-3-030-16148-4_3},
      doi       = {10.1007/978-3-030-16148-4\_3},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Semantic Explanations in Ensemble Learning _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/www/AnsahL0KLL19,
      author    = {Jeffery Ansah and Lin Liu and Wei Kang and Selasi Kwashie and Jixue Li and Jiuyong Li},
      editor    = {Ling Liu and Ryen W. White and Amin Mantrach and Fabrizio Silvestri and Julian J. McAuley and Ricardo Baeza{-}Yates and Leila Zia},
      title     = {A Graph is Worth a Thousand Words: Telling Event Stories using Timeline Summarization Graphs},
      booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA, May 13-17, 2019},
      pages     = {2565--2571},
      publisher = {{ACM}},
      year      = {2019},
      url       = {https://doi.org/10.1145/3308558.3313396},
      doi       = {10.1145/3308558.3313396},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3308558.3313396.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/kdd/2019cd,
      editor    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
      series    = {Proceedings of Machine Learning Research},
      volume    = {104},
      publisher = {{PMLR}},
      year      = {2019},
      url       = {http://proceedings.mlr.press/v104/},
      timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
      biburl    = {publication/le19a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangLLL18,
      author    = {Junpeng Zhang and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {LncmiRSRN: identification and analysis of long non-coding {RNA} related miRNA sponge regulatory network in human cancer},
      journal   = {Bioinform.},
      volume    = {34},
      number    = {24},
      pages     = {4232--4240},
      year      = {2018},
      url       = {https://doi.org/10.1093/bioinformatics/bty525},
      doi       = {10.1093/bioinformatics/bty525},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bty525.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangLLL18,
      author    = {Weijia Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Estimating heterogeneous treatment effect by balancing heterogeneity and fitness},
      journal   = {{BMC} Bioinform.},
      volume    = {19-S},
      number    = {19},
      pages     = {61--72},
      year      = {2018},
      url       = {https://doi.org/10.1186/s12859-018-2521-7},
      doi       = {10.1186/s12859-018-2521-7},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/s12859-018-2521-7.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/XuSLZWZGYLL18,
      author    = {Taosheng Xu and Ning Su and Lin Liu and Junpeng Zhang and Hongqiang Wang and Weijia Zhang and Jie Gui and Kui Yu and Jiuyong Li and Thuc Duy Le},
      title     = {miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase},
      journal   = {{BMC} Bioinform.},
      volume    = {19-S},
      number    = {19},
      pages     = {179--188},
      year      = {2018},
      url       = {https://doi.org/10.1186/s12859-018-2531-5},
      doi       = {10.1186/s12859-018-2531-5},
      timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
      biburl    = {publication/s12859-018-2531-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cmpb/HoangLRPL18,
      author    = {Tao Hoang and Jixue Liu and Elizabeth Roughead and Nicole Pratt and Jiuyong Li},
      title     = {Supervised signal detection for adverse drug reactions in medication dispensing data},
      journal   = {Comput. Methods Programs Biomed.},
      volume    = {161},
      pages     = {25--38},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.cmpb.2018.03.021},
      doi       = {10.1016/j.cmpb.2018.03.021},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0169260717313068-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiuLZKK18,
      author    = {Lin Liu and Jiuyong Li and Kun Zhang and Emre Kiciman and Negar Kiyavash},
      title     = {Guest Editorial: Special Issue on Causal Discovery 2017},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {6},
      number    = {1},
      pages     = {1--2},
      year      = {2018},
      url       = {https://doi.org/10.1007/s41060-018-0101-6},
      doi       = {10.1007/s41060-018-0101-6},
      timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
      biburl    = {publication/Liu2018_Article_GuestEditorialSpecialIssueOnCa.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijmi/HoangLPZCRL18,
      author    = {Tao Hoang and Jixue Liu and Nicole Pratt and Vincent W. Zheng and Kevin Chen{-}Chuan Chang and Elizabeth Roughead and Jiuyong Li},
      title     = {Authenticity and credibility aware detection of adverse drug events from social media},
      journal   = {Int. J. Medical Informatics},
      volume    = {120},
      pages     = {101--115},
      year      = {2018},
      url       = {https://www.sciencedirect.com/science/article/abs/pii/S1386505618311523},
      doi       = {10.1016/j.ijmedinf.2018.09.002},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S1386505618311523-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijon/ZhangWLL18,
      author    = {Zan Zhang and Hao Wang and Lin Liu and Jiuyong Li},
      title     = {Multi-label relational classification via node and label correlation},
      journal   = {Neurocomputing},
      volume    = {292},
      pages     = {72--81},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.neucom.2018.02.079},
      doi       = {https://www.sciencedirect.com/science/article/abs/pii/S0925231218302467},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0925231218302467-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/isci/LiuZFLI18,
      author    = {Junqiang Liu and Xingxing Zhang and Benjamin C. M. Fung and Jiuyong Li and Farkhund Iqbal},
      title     = {Opportunistic mining of top-\emph{n} high utility patterns},
      journal   = {Inf. Sci.},
      volume    = {441},
      pages     = {171--186},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.ins.2018.02.035},
      doi       = {10.1016/j.ins.2018.02.035},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S002002551631012X-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhanRLPL18,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {A data-driven method to detect adverse drug events from prescription data},
      journal   = {J. Biomed. Informatics},
      volume    = {85},
      pages     = {10--20},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.jbi.2018.07.013},
      doi       = {10.1016/j.jbi.2018.07.013},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S1532046418301394-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/ZhangLWLHYAM18,
      author    = {Zan Zhang and Lin Liu and Hao Wang and Jiuyong Li and Daning Hu and Jiaqi Yan and Ren{\'{e}} Algesheimer and Markus Meierer},
      title     = {Collective behavior learning by differentiating personal preference from peer influence},
      journal   = {Knowl. Based Syst.},
      volume    = {159},
      pages     = {233--243},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.knosys.2018.06.027},
      doi       = {https://www.sciencedirect.com/science/article/pii/S0950705118303186?casa_token=hBZ4d53Ms_IAAAAA:H1UU2AYSyECdRkRVHWZpcUsvvnnAhLDNbIM1Sn4o-Hoqn8SniADna5X4kpOLjxgiNdXb0kAoNVTB},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705118303186-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/HelalLLEDML18,
      author    = {Sumyea Helal and Jiuyong Li and Lin Liu and Esmaeil Ebrahimie and Shane Dawson and Duncan J. Murray and Qi Long},
      title     = {Predicting academic performance by considering student heterogeneity},
      journal   = {Knowl. Based Syst.},
      volume    = {161},
      pages     = {134--146},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.knosys.2018.07.042},
      doi       = {10.1016/j.knosys.2018.07.042},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705118303939-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/YuLLC18,
      author    = {Kui Yu and Lin Liu and Jiuyong Li and Huanhuan Chen},
      title     = {Mining Markov Blankets Without Causal Sufficiency},
      journal   = {{IEEE} Trans. Neural Networks Learn. Syst.},
      volume    = {29},
      number    = {12},
      pages     = {6333--6347},
      year      = {2018},
      url       = {https://doi.org/10.1109/TNNLS.2018.2828982},
      doi       = {10.1109/TNNLS.2018.2828982},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      biburl    = {publication/Mining_Markov_Blankets_Without_Causal_Sufficiency.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tsmc/LiuLLZ18,
      author    = {Huawen Liu and Xuelong Li and Jiuyong Li and Shichao Zhang},
      title     = {Efficient Outlier Detection for High-Dimensional Data},
      journal   = {{IEEE} Trans. Syst. Man Cybern. Syst.},
      volume    = {48},
      number    = {12},
      pages     = {2451--2461},
      year      = {2018},
      url       = {https://doi.org/10.1109/TSMC.2017.2718220},
      doi       = {10.1109/TSMC.2017.2718220},
      timestamp = {Wed, 20 May 2020 01:00:00 +0200},
      biburl    = {publication/Efficient_Outlier_Detection_for_High-Dimensional_Data.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/LuLLL18,
      author    = {Sha Lu and Lin Liu and Jiuyong Li and Thuc Duy Le},
      editor    = {Naoki Abe and Huan Liu and Calton Pu and Xiaohua Hu and Nesreen K. Ahmed and Mu Qiao and Yang Song and Donald Kossmann and Bing Liu and Kisung Lee and Jiliang Tang and Jingrui He and Jeffrey S. Saltz},
      title     = {Effective Outlier Detection based on Bayesian Network and Proximity},
      booktitle = {{IEEE} International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018},
      pages     = {134--139},
      publisher = {{IEEE}},
      year      = {2018},
      url       = {https://doi.org/10.1109/BigData.2018.8622230},
      doi       = {10.1109/BigData.2018.8622230},
      timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
      biburl    = {publication/Effective_Outlier_Detection_based_on_Bayesian_Network_and_Proximity.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LeXLSHL18,
      author    = {Thuc Duy Le and Taosheng Xu and Lin Liu and Hu Shu and Tao Hoang and Jiuyong Li},
      editor    = {Mohadeseh Ganji and Lida Rashidi and Benjamin C. M. Fung and Can Wang},
      title     = {ParallelPC: An {R} Package for Efficient Causal Exploration in Genomic Data},
      booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {11154},
      pages     = {207--218},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-3-030-04503-6\_22},
      doi       = {10.1007/978-3-030-04503-6\_22},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Le2018_Chapter_ParallelPCAnRPackageForEfficie.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/AnsahKLLL18,
      author    = {Jeffery Ansah and Wei Kang and Lin Liu and Jixue Liu and Jiuyong Li},
      editor    = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi},
      title     = {Information Propagation Trees for Protest Event Prediction},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {III}},
      series    = {Lecture Notes in Computer Science},
      volume    = {10939},
      pages     = {777--789},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-93040-4_61},
      doi       = {10.1007/978-3-319-93040-4\_61},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ansah2018_Chapter_InformationPropagationTreesFor.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/CarmanKLCA18,
      author    = {Mark J. Carman and Mark Koerber and Jiuyong Li and Kim{-}Kwang Raymond Choo and Helen Ashman},
      title     = {Manipulating Visibility of Political and Apolitical Threads on Reddit via Score Boosting},
      booktitle = {17th {IEEE} International Conference On Trust, Security And Privacy In Computing And Communications / 12th {IEEE} International Conference On Big Data Science And Engineering, TrustCom/BigDataSE 2018, New York, NY, USA, August 1-3, 2018},
      pages     = {184--190},
      publisher = {{IEEE}},
      year      = {2018},
      url       = {https://doi.org/10.1109/TrustCom/BigDataSE.2018.00037},
      doi       = {10.1109/TrustCom/BigDataSE.2018.00037},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {publication/Manipulating_Visibility_of_Political_and_Apolitical_Threads_on_Reddit_via_Score_Boosting.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/wise/AnsahK0LL18,
      author    = {Jeffery Ansah and Wei Kang and Lin Liu and Jixue Liu and Jiuyong Li},
      editor    = {Hakim Hacid and Wojciech Cellary and Hua Wang and Hye{-}Young Paik and Rui Zhou},
      title     = {SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection},
      booktitle = {Web Information Systems Engineering - {WISE} 2018 - 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11233},
      pages     = {281--296},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-02922-7_19},
      doi       = {10.1007/978-3-030-02922-7\_19},
      timestamp = {Sun, 25 Oct 2020 22:33:15 +0100},
      biburl    = {publication/Ansah2018_Chapter_SensorTreeBurstyPropagationTre.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/wise/ZhangLW0L18,
      author    = {Zan Zhang and Jiuyong Li and Hao Wang and Lin Liu and Jixue Liu},
      editor    = {Hakim Hacid and Wojciech Cellary and Hua Wang and Hye{-}Young Paik and Rui Zhou},
      title     = {Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based?},
      booktitle = {Web Information Systems Engineering - {WISE} 2018 - 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11233},
      pages     = {364--380},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-02922-7_25},
      doi       = {10.1007/978-3-030-02922-7\_25},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2018_Chapter_WhichTypeOfClassifierToUseForN.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ifip12/2018iip,
      editor    = {Zhongzhi Shi and Eunika Mercier{-}Laurent and Jiuyong Li},
      title     = {Intelligent Information Processing {IX} - 10th {IFIP} {TC} 12 International Conference, {IIP} 2018, Nanning, China, October 19-22, 2018, Proceedings},
      series    = {{IFIP} Advances in Information and Communication Technology},
      volume    = {538},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-3-030-00828-4},
      doi       = {10.1007/978-3-030-00828-4},
      isbn      = {978-3-030-00827-7},
      timestamp = {Thu, 18 Oct 2018 01:00:00 +0200},
      biburl    = {publication/2018_Book_IntelligentInformationProcessi.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/LeZLL17,
      author    = {Thuc Duy Le and Junpeng Zhang and Lin Liu and Jiuyong Li},
      title     = {Computational methods for identifying miRNA sponge interactions},
      journal   = {Briefings Bioinform.},
      volume    = {18},
      number    = {4},
      pages     = {577--590},
      year      = {2017},
      url       = {https://doi.org/10.1093/bib/bbw042},
      doi       = {10.1093/bib/bbw042},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bbw042.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangLLZL17,
      author    = {Weijia Zhang and Thuc Duy Le and Lin Liu and Zhi{-}Hua Zhou and Jiuyong Li},
      title     = {Mining heterogeneous causal effects for personalized cancer treatment},
      journal   = {Bioinform.},
      volume    = {33},
      number    = {15},
      pages     = {2372--2378},
      year      = {2017},
      url       = {https://doi.org/10.1093/bioinformatics/btx174},
      doi       = {10.1093/bioinformatics/btx174},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/btx174.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/XuLLSWSCBL17,
      author    = {Taosheng Xu and Thuc Duy Le and Lin Liu and Ning Su and Rujing Wang and Bing{-}Yu Sun and Antonio Colaprico and Gianluca Bontempi and Jiuyong Li},
      title     = {CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization},
      journal   = {Bioinform.},
      volume    = {33},
      number    = {19},
      pages     = {3131--3133},
      year      = {2017},
      url       = {https://doi.org/10.1093/bioinformatics/btx378},
      doi       = {10.1093/bioinformatics/btx378},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/btx378.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangL0L17,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Identifying miRNA sponge modules using biclustering and regulatory scores},
      journal   = {{BMC} Bioinform.},
      volume    = {18},
      number    = {{S-3}},
      pages     = {61--72},
      year      = {2017},
      url       = {https://doi.org/10.1186/s12859-017-1467-5},
      doi       = {10.1186/s12859-017-1467-5},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12859-017-1467-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/hisas/LiLLG17,
      author    = {Jiuyong Li and Lin Liu and Jixue Liu and Ryan Green},
      title     = {Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data},
      journal   = {Health Inf. Sci. Syst.},
      volume    = {5},
      number    = {1},
      pages     = {5},
      year      = {2017},
      url       = {https://doi.org/10.1007/s13755-017-0025-x},
      doi       = {10.1007/s13755-017-0025-x},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Li2017_Article_BuildingDiversifiedMultipleTre.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiZBL17,
      author    = {Jiuyong Li and Kun Zhang and Elias Bareinboim and Lin Liu},
      title     = {Guest editorial: special issue on causal discovery},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {3},
      number    = {2},
      pages     = {79--80},
      year      = {2017},
      url       = {https://doi.org/10.1007/s41060-016-0041-y},
      doi       = {10.1007/s41060-016-0041-y},
      timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
      biburl    = {publication/Li2017_Article_GuestEditorialSpecialIssueOnCa.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/LiML0L17,
      author    = {Jiuyong Li and Saisai Ma and Thuc Duy Le and Lin Liu and Jixue Liu},
      title     = {Causal Decision Trees},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {29},
      number    = {2},
      pages     = {257--271},
      year      = {2017},
      url       = {https://doi.org/10.1109/TKDE.2016.2619350},
      doi       = {10.1109/TKDE.2016.2619350},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Causal_Decision_Trees.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tmm/LiuLLLSL17,
      author    = {Huawen Liu and Lin Liu and Thuc Duy Le and Ivan Lee and Shiliang Sun and Jiuyong Li},
      title     = {Nonparametric Sparse Matrix Decomposition for Cross-View Dimensionality Reduction},
      journal   = {{IEEE} Trans. Multim.},
      volume    = {19},
      number    = {8},
      pages     = {1848--1859},
      year      = {2017},
      url       = {https://doi.org/10.1109/TMM.2017.2683258},
      doi       = {10.1109/TMM.2017.2683258},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Nonparametric_Sparse_Matrix_Decomposition_for_Cross-View_Dimensionality_Reduction.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adma/KangCLLLOLCMN17,
      author    = {Wei Kang and Jie Chen and Jiuyong Li and Jixue Liu and Lin Liu and Grant Osborne and Nick Lothian and Brenton Cooper and Terry Moschou and Grant Neale},
      editor    = {Gao Cong and Wen{-}Chih Peng and Wei Emma Zhang and Chengliang Li and Aixin Sun},
      title     = {Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media},
      booktitle = {Advanced Data Mining and Applications - 13th International Conference, {ADMA} 2017, Singapore, November 5-6, 2017, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {10604},
      pages     = {859--865},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-69179-4_62},
      doi       = {10.1007/978-3-319-69179-4\_62},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Kang2017_Chapter_CarbonForecastingCivilUnrestEv.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/LiL0LMH17,
      author    = {Jiuyong Li and Jixue Liu and Lin Liu and Thuc Duy Le and Saisai Ma and Yizhao Han},
      editor    = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda},
      title     = {Discrimination detection by causal effect estimation},
      booktitle = {2017 {IEEE} International Conference on Big Data, BigData 2017, Boston, MA, USA, December 11-14, 2017},
      pages     = {1087--1094},
      publisher = {{IEEE} Computer Society},
      year      = {2017},
      url       = {https://doi.org/10.1109/BigData.2017.8258033},
      doi       = {10.1109/BigData.2017.8258033},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Discrimination_detection_by_causal_effect_estimation.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/csbio/LeZ0THXL17,
      author    = {Thuc Duy Le and Junpeng Zhang and Lin Liu and Buu Minh Thanh Truong and Shu Hu and Taosheng Xu and Jiuyong Li},
      title     = {Identifying microRNA targets in epithelial-mesenchymal transition using joint-intervention causal inference},
      booktitle = {Proceedings of the 8th International Conference on Computational Systems-Biology and Bioinformatics, Nha Trang City, Viet Nam, December 7-8, 2017},
      pages     = {34--41},
      publisher = {{ACM}},
      year      = {2017},
      url       = {https://doi.org/10.1145/3156346.3156353},
      doi       = {10.1145/3156346.3156353},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3156346.3156353.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/BewongL0L17,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li},
      editor    = {Jinho Kim and Kyuseok Shim and Longbing Cao and Jae{-}Gil Lee and Xuemin Lin and Yang{-}Sae Moon},
      title     = {Utility Aware Clustering for Publishing Transactional Data},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {10235},
      pages     = {481--494},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-57529-2_38},
      doi       = {10.1007/978-3-319-57529-2\_38},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Bewong2017_Chapter_UtilityAwareClusteringForPubli.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/BewongL0LC17,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li and Kim{-}Kwang Raymond Choo},
      title     = {A Relative Privacy Model for Effective Privacy Preservation in Transactional Data},
      booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017},
      pages     = {394--401},
      publisher = {{IEEE} Computer Society},
      year      = {2017},
      url       = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.263},
      doi       = {10.1109/Trustcom/BigDataSE/ICESS.2017.263},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/A_Relative_Privacy_Model_for_Effective_Privacy_Preservation_in_Transactional_Data.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/www/Li17a,
      author    = {Jiuyong Li},
      editor    = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich},
      title     = {Beyond Understanding and Prediction: Data Mining for Action},
      booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017},
      pages     = {1361},
      publisher = {{ACM}},
      year      = {2017},
      url       = {https://doi.org/10.1145/3041021.3053407},
      doi       = {10.1145/3041021.3053407},
      timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
      biburl    = {publication/3041021.3053407.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/artmed/HoangLPZCRL16,
      author    = {Tao Hoang and Jixue Liu and Nicole Pratt and Vincent W. Zheng and Kevin Chen{-}Chuan Chang and Elizabeth Roughead and Jiuyong Li},
      title     = {Detecting signals of detrimental prescribing cascades from social media},
      journal   = {Artif. Intell. Medicine},
      volume    = {71},
      pages     = {43--56},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.artmed.2016.06.002},
      doi       = {10.1016/j.artmed.2016.06.002},
      timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0933365716300744-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcgenomics/Karim0LL16,
      author    = {S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
      title     = {Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
      journal   = {{BMC} Genom.},
      volume    = {17},
      number    = {{S-1}},
      pages     = {7},
      year      = {2016},
      url       = {https://doi.org/10.1186/s12864-015-2300-z},
      doi       = {10.1186/s12864-015-2300-z},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12864-015-2300-z.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/isci/LiBSDLV16,
      author    = {Jiuyong Li and Muzammil M. Baig and A. H. M. Sarowar Sattar and Xiaofeng Ding and Jixue Liu and Millist W. Vincent},
      title     = {A hybrid approach to prevent composition attacks for independent data releases},
      journal   = {Inf. Sci.},
      volume    = {367-368},
      pages     = {324--336},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.ins.2016.05.009},
      doi       = {10.1016/j.ins.2016.05.009},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0020025516303334-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/MaL0L16,
      author    = {Saisai Ma and Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Mining combined causes in large data sets},
      journal   = {Knowl. Based Syst.},
      volume    = {92},
      pages     = {104--111},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.knosys.2015.10.018},
      doi       = {10.1016/j.knosys.2015.10.018},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705115004050-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LiL0LJSM16,
      author    = {Jiuyong Li and Thuc Duy Le and Lin Liu and Jixue Liu and Zhou Jin and Bing{-}Yu Sun and Saisai Ma},
      title     = {From Observational Studies to Causal Rule Mining},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {7},
      number    = {2},
      pages     = {14:1--14:27},
      year      = {2016},
      url       = {https://doi.org/10.1145/2746410},
      doi       = {10.1145/2746410},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2746410.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/ZhangLBSP16,
      author    = {Kun Zhang and Jiuyong Li and Elias Bareinboim and Bernhard Sch{\"{o}}lkopf and Judea Pearl},
      title     = {Preface to the {ACM} {TIST} Special Issue on Causal Discovery and Inference},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {7},
      number    = {2},
      pages     = {17:1--17:3},
      year      = {2016},
      url       = {https://doi.org/10.1145/2840720},
      doi       = {10.1145/2840720},
      timestamp = {Mon, 11 May 2020 01:00:00 +0200},
      biburl    = {publication/2840720.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/DengLPLZ16,
      author    = {Ke Deng and Jianxin Li and Chaoyi Pang and Jiuyong Li and Xiaofang Zhou},
      title     = {Access Time Oracle for Planar Graphs},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {28},
      number    = {8},
      pages     = {1959--1970},
      year      = {2016},
      url       = {https://doi.org/10.1109/TKDE.2016.2547382},
      doi       = {10.1109/TKDE.2016.2547382},
      timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
      biburl    = {Access_Time_Oracle_for_Planar_Graphs.pdf},
      bibsource = {publication/dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Abdel-FataoLLR16,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu and Ashfaqur Rahman},
      editor    = {Muhammad Aamir Cheema and Wenjie Zhang and Lijun Chang},
      title     = {An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations},
      booktitle = {Databases Theory and Applications - 27th Australasian Database Conference, {ADC} 2016, Sydney, NSW, Australia, September 28-29, 2016, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9877},
      pages     = {283--294},
      publisher = {Springer},
      year      = {2016},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-46922-5_22},
      doi       = {10.1007/978-3-319-46922-5\_22},
      timestamp = {Mon, 12 Aug 2019 08:00:32 +0200},
      biburl    = {publication/Abdel-Fatao2016_Chapter_AnEffectiveSpatio-TemporalAppr.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@book{DBLP:series/sbece/LiLL15,
      author    = {Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Practical Approaches to Causal Relationship Exploration},
      series    = {Springer Briefs in Electrical and Computer Engineering},
      publisher = {Springer},
      year      = {2015},
      url       = {https://doi.org/10.1007/978-3-319-14433-7},
      doi       = {10.1007/978-3-319-14433-7},
      isbn      = {978-3-319-14432-0},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Li2015_Book_PracticalApproachesToCausalRel.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/Le0Z0L15,
      author    = {Thuc Duy Le and Lin Liu and Junpeng Zhang and Bing Liu and Jiuyong Li},
      title     = {From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges},
      journal   = {Briefings Bioinform.},
      volume    = {16},
      number    = {3},
      pages     = {475--496},
      year      = {2015},
      url       = {https://doi.org/10.1093/bib/bbu023},
      doi       = {10.1093/bib/bbu023},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bbu023.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jamia/XiaHDLM15,
      author    = {Weiyi Xia and Raymond Heatherly and Xiaofeng Ding and Jiuyong Li and Bradley A. Malin},
      title     = {R-U policy frontiers for health data de-identification},
      journal   = {J. Am. Medical Informatics Assoc.},
      volume    = {22},
      number    = {5},
      pages     = {1029--1041},
      year      = {2015},
      url       = {https://doi.org/10.1093/jamia/ocv004},
      doi       = {10.1093/jamia/ocv004},
      timestamp = {Mon, 11 May 2020 01:00:00 +0200},
      biburl    = {publication/ocv004.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ml/SunLLCSW15,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Christopher Chow and Bing{-}Yu Sun and Rujing Wang},
      title     = {Using causal discovery for feature selection in multivariate numerical time series},
      journal   = {Mach. Learn.},
      volume    = {101},
      number    = {1-3},
      pages     = {377--395},
      year      = {2015},
      url       = {https://doi.org/10.1007/s10994-014-5460-1},
      doi       = {10.1007/s10994-014-5460-1},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Sun2015_Article_UsingCausalDiscoveryForFeature.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/npl/SunWLWLD15,
      author    = {Bing{-}Yu Sun and Hailei Wang and Wenbo Li and Hui{-}Jing Wang and Jiuyong Li and Zhiqiang Du},
      title     = {Constructing and Combining Orthogonal Projection Vectors for Ordinal Regression},
      journal   = {Neural Process. Lett.},
      volume    = {41},
      number    = {1},
      pages     = {139--155},
      year      = {2015},
      url       = {https://doi.org/10.1007/s11063-014-9340-2},
      doi       = {10.1007/s11063-014-9340-2},
      timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
      biburl    = {publication/Sun2015_Article_ConstructingAndCombiningOrthog.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adbis/KwashieLLY15,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Tadeusz Morzy and Patrick Valduriez and Ladjel Bellatreche},
      title     = {Conditional Differential Dependencies (CDDs)},
      booktitle = {Advances in Databases and Information Systems - 19th East European Conference, {ADBIS} 2015, Poitiers, France, September 8-11, 2015, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9282},
      pages     = {3--17},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-23135-8_1},
      doi       = {10.1007/978-3-319-23135-8\_1},
      timestamp = {Tue, 14 May 2019 10:00:53 +0200},
      biburl    = {publication/Kwashie2015_Chapter_ConditionalDifferentialDepende.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/KwashieLLY15,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Efficient Discovery of Differential Dependencies Through Association Rules Mining},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {3--15},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_1},
      doi       = {10.1007/978-3-319-19548-3\_1},
      timestamp = {Fri, 27 Mar 2020 09:01:41 +0100},
      biburl    = {publication/Kwashie2015_Chapter_EfficientDiscoveryOfDifferenti.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Abdel-FataoLL15,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Unifying Spatial, Temporal and Semantic Features for an Effective {GPS} Trajectory-Based Location Recommendation},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {41--53},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_4},
      doi       = {10.1007/978-3-319-19548-3\_4},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {publication/Abdel-Fatao2015_Chapter_UnifyingSpatialTemporalAndSema.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/NofongLL15,
      author    = {Vincent Mwintieru Nofong and Jixue Liu and Jiuyong Li},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Efficient Mining of Non-derivable Emerging Patterns},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {244--256},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_20},
      doi       = {10.1007/978-3-319-19548-3\_20},
      timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
      biburl    = {publication/Nofong2015_Chapter_EfficientMiningOfNon-derivable.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dawak/LiuLXF15,
      author    = {Junqiang Liu and Jiuyong Li and Shijian Xu and Benjamin C. M. Fung},
      editor    = {Sanjay Madria and Takahiro Hara},
      title     = {Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption},
      booktitle = {Big Data Analytics and Knowledge Discovery - 17th International Conference, DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9263},
      pages     = {70--81},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-22729-0_6},
      doi       = {10.1007/978-3-319-22729-0\_6},
      timestamp = {Tue, 14 May 2019 10:00:41 +0200},
      biburl    = {publication/Liu2015_Chapter_SecureOutsourcedFrequentPatter.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdsci/Abdel-FataoLL15,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu},
      editor    = {Chengqi Zhang and Wei Huang and Yong Shi and Philip S. Yu and Yangyong Zhu and Yingjie Tian and Peng Zhang and Jing He},
      title     = {STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction},
      booktitle = {Data Science - Second International Conference, {ICDS} 2015 Sydney, Australia, August 8-9, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9208},
      pages     = {103--111},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-24474-7_15},
      doi       = {10.1007/978-3-319-24474-7\_15},
      timestamp = {Mon, 08 Mar 2021 15:51:11 +0100},
      biburl    = {publication/Abdel-Fatao2015_Chapter_STMMSemanticAndTemporal-AwareM.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:books/sp/15/LiSBLHTM15,
      author    = {Jiuyong Li and Sarowar A. Sattar and Muzammil M. Baig and Jixue Liu and Raymond Heatherly and Qiang Tang and Bradley A. Malin},
      editor    = {Aris Gkoulalas{-}Divanis and Grigorios Loukides},
      title     = {Methods to Mitigate Risk of Composition Attack in Independent Data Publications},
      booktitle = {Medical Data Privacy Handbook},
      pages     = {179--200},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-23633-9_8},
      doi       = {10.1007/978-3-319-23633-9\_8},
      timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
      biburl    = {publication/Li2015_Chapter_MethodsToMitigateRiskOfComposi.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
////////////////////
    @article{DBLP:journals/bib/0002LC14,
      author    = {Bing Liu and Jiuyong Li and Murray J. Cairns},
      title     = {Identifying miRNAs, targets and functions},
      journal   = {Briefings Bioinform.},
      volume    = {15},
      number    = {1},
      pages     = {1--19},
      year      = {2014},
      url       = {https://doi.org/10.1093/bib/bbs075},
      doi       = {10.1093/bib/bbs075},
      timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bib/0002LC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijon/SunLLSC14,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Bing{-}Yu Sun and Christopher Chow},
      title     = {An improvement of symbolic aggregate approximation distance measure for time series},
      journal   = {Neurocomputing},
      volume    = {138},
      pages     = {189--198},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.neucom.2014.01.045},
      doi       = {10.1016/j.neucom.2014.01.045},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/ijon/SunLLSC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhangL0LHGL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data},
      journal   = {J. Biomed. Informatics},
      volume    = {52},
      pages     = {438--447},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.jbi.2014.08.005},
      doi       = {10.1016/j.jbi.2014.08.005},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/jbi/ZhangL0LHGL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/LiLTSSS14,
      author    = {Jiuyong Li and Jixue Liu and Hannu Toivonen and Kenji Satou and Youqiang Sun and Bing{-}Yu Sun},
      title     = {Discovering statistically non-redundant subgroups},
      journal   = {Knowl. Based Syst.},
      volume    = {67},
      pages     = {315--327},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.knosys.2014.04.030},
      doi       = {10.1016/j.knosys.2014.04.030},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/LiLTSSS14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/SattarLLHM14,
      author    = {A. H. M. Sarowar Sattar and Jiuyong Li and Jixue Liu and Raymond Heatherly and Bradley A. Malin},
      title     = {A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments},
      journal   = {Knowl. Based Syst.},
      volume    = {67},
      pages     = {361--372},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.knosys.2014.04.019},
      doi       = {10.1016/j.knosys.2014.04.019},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/SattarLLHM14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/KwashieLLY14,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Mining Differential Dependencies: {A} Subspace Clustering Approach},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {50--61},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_5},
      doi       = {10.1007/978-3-319-08608-8\_5},
      timestamp = {Tue, 14 May 2019 10:00:50 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/KwashieLLY14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/NofongLL14,
      author    = {Vincent Mwintieru Nofong and Jixue Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {A Study on the Applications of Emerging Sequential Patterns},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {62--73},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_6},
      doi       = {10.1007/978-3-319-08608-8\_6},
      timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/NofongLL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Karim0L14,
      author    = {S. M. Masud Karim and Lin Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Discovering Collective Group Relationships},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {110--121},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_10},
      doi       = {10.1007/978-3-319-08608-8\_10},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/Karim0L14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/LiuVLL14,
      author    = {Hong{-}Cheu Liu and Millist W. Vincent and Jixue Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Logics for Representing Data Mining Tasks in Inductive Databases},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {214--222},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_20},
      doi       = {10.1007/978-3-319-08608-8\_20},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/adc/LiuVLL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/DingJLLJ14,
      author    = {Xiaofeng Ding and Jianhong Jia and Jiuyong Li and Jixue Liu and Hai Jin},
      editor    = {Sourav S. Bhowmick and Curtis E. Dyreson and Christian S. Jensen and Mong{-}Li Lee and Agus Muliantara and Bernhard Thalheim},
      title     = {Top-k Similarity Matching in Large Graphs with Attributes},
      booktitle = {Database Systems for Advanced Applications - 19th International Conference, {DASFAA} 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {8422},
      pages     = {156--170},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-05813-9\_11},
      doi       = {10.1007/978-3-319-05813-9\_11},
      timestamp = {Tue, 14 May 2019 10:00:44 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/DingJLLJ14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/pricai/2014mlsda,
      editor    = {Ashfaqur Rahman and Jeremiah D. Deng and Jiuyong Li},
      title     = {Proceedings of the {MLSDA} 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December 2, 2014},
      publisher = {{ACM}},
      year      = {2014},
      url       = {http://dl.acm.org/citation.cfm?id=2689746},
      isbn      = {978-1-4503-3159-3},
      timestamp = {Wed, 28 Jan 2015 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/pricai/2014mlsda.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/LeLTG0SL13,
      author    = {Thuc Duy Le and Lin Liu and Anna Tsykin and Gregory J. Goodall and Bing Liu and Bing{-}Yu Sun and Jiuyong Li},
      title     = {Inferring microRNA-mRNA causal regulatory relationships from expression data},
      journal   = {Bioinform.},
      volume    = {29},
      number    = {6},
      pages     = {765--771},
      year      = {2013},
      url       = {https://doi.org/10.1093/bioinformatics/btt048},
      doi       = {10.1093/bioinformatics/btt048},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/LeLTG0SL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/Le00TGSL13,
      author    = {Thuc Duy Le and Lin Liu and Bing Liu and Anna Tsykin and Gregory J. Goodall and Kenji Satou and Jiuyong Li},
      title     = {Inferring microRNA and transcription factor regulatory networks in heterogeneous data},
      journal   = {{BMC} Bioinform.},
      volume    = {14},
      pages     = {92},
      year      = {2013},
      url       = {https://doi.org/10.1186/1471-2105-14-92},
      doi       = {10.1186/1471-2105-14-92},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bmcbi/Le00TGSL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cj/LiLTY13,
      author    = {Jiuyong Li and Jixue Liu and Hannu Toivonen and Jianming Yong},
      title     = {Effective Pruning for the Discovery of Conditional Functional Dependencies},
      journal   = {Comput. J.},
      volume    = {56},
      number    = {3},
      pages     = {378--392},
      year      = {2013},
      url       = {https://doi.org/10.1093/comjnl/bxs082},
      doi       = {10.1093/comjnl/bxs082},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/cj/LiLTY13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/dke/LiuYLW13,
      author    = {Jixue Liu and Feiyue Ye and Jiuyong Li and Junhu Wang},
      title     = {On discovery of functional dependencies from data},
      journal   = {Data Knowl. Eng.},
      volume    = {86},
      pages     = {146--159},
      year      = {2013},
      url       = {https://doi.org/10.1016/j.datak.2013.01.008},
      doi       = {10.1016/j.datak.2013.01.008},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/dke/LiuYLW13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/SattarLDLV13,
      author    = {A. H. M. Sarowar Sattar and Jiuyong Li and Xiaofeng Ding and Jixue Liu and Millist W. Vincent},
      title     = {A general framework for privacy preserving data publishing},
      journal   = {Knowl. Based Syst.},
      volume    = {54},
      pages     = {276--287},
      year      = {2013},
      url       = {https://doi.org/10.1016/j.knosys.2013.09.022},
      doi       = {10.1016/j.knosys.2013.09.022},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/SattarLDLV13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apweb/JiaoLLL13,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      editor    = {Yoshiharu Ishikawa and Jianzhong Li and Wei Wang and Rui Zhang and Wenjie Zhang},
      title     = {A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition},
      booktitle = {Web Technologies and Applications - 15th Asia-Pacific Web Conference, APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {7808},
      pages     = {151--162},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37401-2\_17},
      doi       = {10.1007/978-3-642-37401-2\_17},
      timestamp = {Mon, 20 Jul 2020 17:18:25 +0200},
      biburl    = {https://dblp.org/rec/conf/apweb/JiaoLLL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ausai/Li13,
      author    = {Jiuyong Li},
      editor    = {Jeremiah D. Deng and Haibo Zhang},
      title     = {From Association Analysis to Causal Discovery},
      booktitle = {Workshop on Machine Learning for Sensory Data Analysis, {MLSDA} '13, Dunedin, New Zealand, December 2, 2013},
      pages     = {1},
      publisher = {{ACM}},
      year      = {2013},
      url       = {https://doi.org/10.1145/2542652.2542659},
      doi       = {10.1145/2542652.2542659},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/ausai/Li13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/codaspy/XiaHDLM13,
      author    = {Weiyi Xia and Raymond Heatherly and Xiaofeng Ding and Jiuyong Li and Bradley A. Malin},
      editor    = {Elisa Bertino and Ravi S. Sandhu and Lujo Bauer and Jaehong Park},
      title     = {Efficient discovery of de-identification policy options through a risk-utility frontier},
      booktitle = {Third {ACM} Conference on Data and Application Security and Privacy, CODASPY'13, San Antonio, TX, USA, February 18-20, 2013},
      pages     = {59--70},
      publisher = {{ACM}},
      year      = {2013},
      url       = {https://doi.org/10.1145/2435349.2435357},
      doi       = {10.1145/2435349.2435357},
      timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/codaspy/XiaHDLM13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/DingYLLJ13,
      author    = {Xiaofeng Ding and Qing Yu and Jiuyong Li and Jixue Liu and Hai Jin},
      editor    = {Weiyi Meng and Ling Feng and St{\'{e}}phane Bressan and Werner Winiwarter and Wei Song},
      title     = {Distributed Anonymization for Multiple Data Providers in a Cloud System},
      booktitle = {Database Systems for Advanced Applications, 18th International Conference, {DASFAA} 2013, Wuhan, China, April 22-25, 2013. Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7825},
      pages     = {346--360},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37487-6\_27},
      doi       = {10.1007/978-3-642-37487-6\_27},
      timestamp = {Tue, 14 May 2019 10:00:44 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/DingYLLJ13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdm/LiL0LJS13,
      author    = {Jiuyong Li and Thuc Duy Le and Lin Liu and Jixue Liu and Zhou Jin and Bing{-}Yu Sun},
      editor    = {Wei Ding and Takashi Washio and Hui Xiong and George Karypis and Bhavani M. Thuraisingham and Diane J. Cook and Xindong Wu},
      title     = {Mining Causal Association Rules},
      booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013},
      pages     = {114--123},
      publisher = {{IEEE} Computer Society},
      year      = {2013},
      url       = {https://doi.org/10.1109/ICDMW.2013.88},
      doi       = {10.1109/ICDMW.2013.88},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/icdm/LiL0LJS13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LiuL0LLZ13,
      author    = {Huawen Liu and Jiuyong Li and Lin Liu and Jixue Liu and Ivan Lee and Jianmin Zhao},
      editor    = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu},
      title     = {Exploring Groups from Heterogeneous Data via Sparse Learning},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7818},
      pages     = {556--567},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37453-1\_46},
      doi       = {10.1007/978-3-642-37453-1\_46},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/LiuL0LLZ13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/pakdd/2013-w,
      editor    = {Jiuyong Li and Longbing Cao and Can Wang and Kay Chen Tan and Bo Liu and Jian Pei and Vincent S. Tseng},
      title     = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {7867},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-40319-4},
      doi       = {10.1007/978-3-642-40319-4},
      isbn      = {978-3-642-40318-7},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/2013-w.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cbm/ZhangLHML12,
      author    = {Junpeng Zhang and Bing Liu and Jianfeng He and Lei Ma and Jiuyong Li},
      title     = {Inferring functional miRNA-mRNA regulatory modules in epithelial-mesenchymal transition with a probabilistic topic model},
      journal   = {Comput. Biol. Medicine},
      volume    = {42},
      number    = {4},
      pages     = {428--437},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.compbiomed.2011.12.011},
      doi       = {10.1016/j.compbiomed.2011.12.011},
      timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/cbm/ZhangLHML12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cj/SunWLZ12,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {Satisfying Privacy Requirements Before Data Anonymization},
      journal   = {Comput. J.},
      volume    = {55},
      number    = {4},
      pages     = {422--437},
      year      = {2012},
      url       = {https://doi.org/10.1093/comjnl/bxr028},
      doi       = {10.1093/comjnl/bxr028},
      timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/cj/SunWLZ12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/eswa/SunWLZ12,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {An approximate microaggregation approach for microdata protection},
      journal   = {Expert Syst. Appl.},
      volume    = {39},
      number    = {2},
      pages     = {2211--2219},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.eswa.2011.04.223},
      doi       = {10.1016/j.eswa.2011.04.223},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/eswa/SunWLZ12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcp/TranCNLDLNSKYS12,
      author    = {Vu Anh Tran and Jos{\'{e}} Carlos Clemente and Duc Thuan Nguyen and Jiuyong Li and Xuan Tho Dang and Thi Tu Kien Le and Thi Lan Anh Nguyen and Thammakorn Saethang and Mamoru Kubo and Yoichi Yamada and Kenji Satou},
      title     = {IMPACT: A Novel Clustering Algorithm based on Attraction},
      journal   = {J. Comput.},
      volume    = {7},
      number    = {3},
      pages     = {653--665},
      year      = {2012},
      url       = {https://doi.org/10.4304/jcp.7.3.653-665},
      doi       = {10.4304/jcp.7.3.653-665},
      timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcp/TranCNLDLNSKYS12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/LiuLLC12,
      author    = {Jixue Liu and Jiuyong Li and Chengfei Liu and Yongfeng Chen},
      title     = {Discover Dependencies from Data - {A} Review},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {24},
      number    = {2},
      pages     = {251--264},
      year      = {2012},
      url       = {https://doi.org/10.1109/TKDE.2010.197},
      doi       = {10.1109/TKDE.2010.197},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/tkde/LiuLLC12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apweb/ZhangZGHYMZL12,
      author    = {Qi Zhang and Junpeng Zhang and Jianmei Gao and Jianfeng He and Xinmin Yan and Lei Ma and Xianwen Zhang and Jiuyong Li},
      editor    = {Quan Z. Sheng and Guoren Wang and Christian S. Jensen and Guandong Xu},
      title     = {A Study of the Single Point Mutation Loci in the Hepatitis {B} Virus Sequences via Optimal Risk and Preventive Sets with Weights},
      booktitle = {Web Technologies and Applications - 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {7235},
      pages     = {460--471},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29253-8\_39},
      doi       = {10.1007/978-3-642-29253-8\_39},
      timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/apweb/ZhangZGHYMZL12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/BaigLLDW12,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Xiaofeng Ding and Hua Wang},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Data Privacy against Composition Attack},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {320--334},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_24},
      doi       = {10.1007/978-3-642-29038-1\_24},
      timestamp = {Thu, 21 Nov 2019 11:10:09 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/BaigLLDW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/sec/JiaoLLL12,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      editor    = {Dimitris Gritzalis and Steven Furnell and Marianthi Theoharidou},
      title     = {Give Rookies {A} Chance: {A} Trust-Based Institutional Online Supplier Recommendation Framework},
      booktitle = {Information Security and Privacy Research - 27th {IFIP} {TC} 11 Information Security and Privacy Conference, {SEC} 2012, Heraklion, Crete, Greece, June 4-6, 2012. Proceedings},
      series    = {{IFIP} Advances in Information and Communication Technology},
      volume    = {376},
      pages     = {400--411},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-30436-1\_33},
      doi       = {10.1007/978-3-642-30436-1\_33},
      timestamp = {Sun, 02 Jun 2019 21:15:16 +0200},
      biburl    = {https://dblp.org/rec/conf/sec/JiaoLLL12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2012,
      editor    = {Yanchang Zhao and Jiuyong Li and Paul J. Kennedy and Peter Christen},
      title     = {Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, Australia, December 5-7, 2012},
      series    = {{CRPIT}},
      volume    = {134},
      publisher = {Australian Computer Society},
      year      = {2012},
      url       = {http://crpit.scem.westernsydney.edu.au/Vol134.html},
      isbn      = {978-1-921770-14-2},
      timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausdm/2012.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/compsec/SunWLZ11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {Injecting purpose and trust into data anonymisation},
      journal   = {Comput. Secur.},
      volume    = {30},
      number    = {5},
      pages     = {332--345},
      year      = {2011},
      url       = {https://doi.org/10.1016/j.cose.2011.05.005},
      doi       = {10.1016/j.cose.2011.05.005},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/compsec/SunWLZ11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/datamine/SunWLP11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Jian Pei},
      title     = {Publishing anonymous survey rating data},
      journal   = {Data Min. Knowl. Discov.},
      volume    = {23},
      number    = {3},
      pages     = {379--406},
      year      = {2011},
      url       = {https://doi.org/10.1007/s10618-010-0208-4},
      doi       = {10.1007/s10618-010-0208-4},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/datamine/SunWLP11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/dke/LiLBW11,
      author    = {Jiuyong Li and Jixue Liu and Muzammil M. Baig and Raymond Chi{-}Wing Wong},
      title     = {Information based data anonymization for classification utility},
      journal   = {Data Knowl. Eng.},
      volume    = {70},
      number    = {12},
      pages     = {1030--1045},
      year      = {2011},
      url       = {https://doi.org/10.1016/j.datak.2011.07.001},
      doi       = {10.1016/j.datak.2011.07.001},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/dke/LiLBW11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcp/ZhangHML11,
      author    = {Junpeng Zhang and Jianfeng He and Lei Ma and Jiuyong Li},
      title     = {{ORPSW:} a new classifier for gene expression data based on optimal risk and preventive patterns},
      journal   = {J. Comput.},
      volume    = {6},
      number    = {6},
      pages     = {1198--1205},
      year      = {2011},
      url       = {https://doi.org/10.4304/jcp.6.6.1198-1205},
      doi       = {10.4304/jcp.6.6.1198-1205},
      timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcp/ZhangHML11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tcbb/SunZLL11,
      author    = {Bing{-}Yu Sun and Zhi{-}Hua Zhu and Jiuyong Li and Bin Linghu},
      title     = {Combined Feature Selection and Cancer Prognosis Using Support Vector Machine Regression},
      journal   = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
      volume    = {8},
      number    = {6},
      pages     = {1671--1677},
      year      = {2011},
      url       = {https://doi.org/10.1109/TCBB.2010.119},
      doi       = {10.1109/TCBB.2010.119},
      timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/tcbb/SunZLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/cikm/BaigLLW11,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Hua Wang},
      editor    = {Craig Macdonald and Iadh Ounis and Ian Ruthven},
      title     = {Cloning for privacy protection in multiple independent data publications},
      booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
      pages     = {885--894},
      publisher = {{ACM}},
      year      = {2011},
      url       = {https://doi.org/10.1145/2063576.2063705},
      doi       = {10.1145/2063576.2063705},
      timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/cikm/BaigLLW11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/iceis/JiaoLL11,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li},
      editor    = {Runtong Zhang and Jos{\'{e}} Cordeiro and Xuewei Li and Zhenji Zhang and Juliang Zhang},
      title     = {Recognize Trustworthy Web Services Via Institutions},
      booktitle = {{ICEIS} 2011 - Proceedings of the 13th International Conference on Enterprise Information Systems, Volume 4, Beijing, China, 8-11 June, 2011},
      pages     = {187--190},
      publisher = {SciTePress},
      year      = {2011},
      timestamp = {Wed, 28 Sep 2011 15:19:28 +0200},
      biburl    = {https://dblp.org/rec/conf/iceis/JiaoLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/JiaoLLL11,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      title     = {A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories},
      booktitle = {{IEEE} 10th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, Changsha, China, 16-18 November, 2011},
      pages     = {344--351},
      publisher = {{IEEE} Computer Society},
      year      = {2011},
      url       = {https://doi.org/10.1109/TrustCom.2011.45},
      doi       = {10.1109/TrustCom.2011.45},
      timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
      biburl    = {https://dblp.org/rec/conf/trustcom/JiaoLLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/SunWL11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li},
      editor    = {Nik Bessis and Fatos Xhafa},
      title     = {Validating Privacy Requirements in Large Survey Rating Data},
      booktitle = {Next Generation Data Technologies for Collective Computational Intelligence},
      series    = {Studies in Computational Intelligence},
      volume    = {352},
      pages     = {445--469},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-20344-2\_17},
      doi       = {10.1007/978-3-642-20344-2\_17},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/series/sci/SunWL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausai/2010,
      editor    = {Jiuyong Li},
      title     = {{AI} 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {6464},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-17432-2},
      doi       = {10.1007/978-3-642-17432-2},
      isbn      = {978-3-642-17431-5},
      timestamp = {Tue, 14 May 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausai/2010.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/LiuLTGGZKL10,
      author    = {Bing Liu and Lin Liu and Anna Tsykin and Gregory J. Goodall and Jeffrey E. Green and Min Zhu and Chang{-}Hee Kim and Jiuyong Li},
      title     = {Identifying functional miRNA-mRNA regulatory modules with correspondence latent dirichlet allocation},
      journal   = {Bioinform.},
      volume    = {26},
      number    = {24},
      pages     = {3105--3111},
      year      = {2010},
      url       = {https://doi.org/10.1093/bioinformatics/btq576},
      doi       = {10.1093/bioinformatics/btq576},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/LiuLTGGZKL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/SunLWZL10,
      author    = {Bing{-}Yu Sun and Jiuyong Li and Desheng Dash Wu and Xiaoming Zhang and Wenbo Li},
      title     = {Kernel Discriminant Learning for Ordinal Regression},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {22},
      number    = {6},
      pages     = {906--910},
      year      = {2010},
      url       = {https://doi.org/10.1109/TKDE.2009.170},
      doi       = {10.1109/TKDE.2009.170},
      timestamp = {Thu, 12 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/tkde/SunLWZL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/SunZLM10,
      author    = {Bing{-}Yu Sun and Xiaoming Zhang and Jiuyong Li and Xue{-}Min Mao},
      title     = {Feature fusion using locally linear embedding for classification},
      journal   = {{IEEE} Trans. Neural Networks},
      volume    = {21},
      number    = {1},
      pages     = {163--168},
      year      = {2010},
      url       = {https://doi.org/10.1109/TNN.2009.2036363},
      doi       = {10.1109/TNN.2009.2036363},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/tnn/SunZLM10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aciids/ZhangLHZ10,
      author    = {Zhongwei Zhang and Jiuyong Li and Hong Hu and Hong Zhou},
      editor    = {Ngoc Thanh Nguyen and Manh Thanh Le and Jerzy Swiatek},
      title     = {On the Effectiveness of Gene Selection for Microarray Classification Methods},
      booktitle = {Intelligent Information and Database Systems, Second International Conference, ACIIDS, Hue City, Vietnam, March 24-26, 2010. Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {5991},
      pages     = {300--309},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-12101-2\_31},
      doi       = {10.1007/978-3-642-12101-2\_31},
      timestamp = {Sun, 22 Aug 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/aciids/ZhangLHZ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bic-ta/ZhangLLZ10,
      author    = {Zhujin Zhang and Lin Liu and Jiuyong Li and Zheng Zhang},
      title     = {Spectral representation of {DNA} sequences and its application},
      booktitle = {Fifth International Conference on Bio-Inspired Computing: Theories and Applications, {BIC-TA} 2010, University of Hunan, Liverpool Hope University, Liverpool, United Kingdom / Changsha, China, September 8-10 and September 23-26, 2010},
      pages     = {1023--1027},
      publisher = {{IEEE}},
      year      = {2010},
      url       = {https://doi.org/10.1109/BICTA.2010.5645116},
      doi       = {10.1109/BICTA.2010.5645116},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/bic-ta/ZhangLLZ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/SunWL10,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li},
      editor    = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi},
      title     = {Satisfying Privacy Requirements: One Step before Anonymization},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {6118},
      pages     = {181--188},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-13657-3\_21},
      doi       = {10.1007/978-3-642-13657-3\_21},
      timestamp = {Tue, 14 May 2019 10:00:51 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/SunWL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/BaigLLWW10,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Hua Wang and Junhu Wang},
      editor    = {Zbigniew W. Ras and Li{-}Shiang Tsay},
      title     = {Privacy Protection for Genomic Data: Current Techniques and Challenges},
      booktitle = {Advances in Intelligent Information Systems},
      series    = {Studies in Computational Intelligence},
      volume    = {265},
      pages     = {175--193},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-05183-8\_7},
      doi       = {10.1007/978-3-642-05183-8\_7},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/series/sci/BaigLLWW10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/LengLLLJ10,
      author    = {Jinsong Leng and Chee Peng Lim and Jiuyong Li and Dongguang Li and Lakhmi C. Jain},
      editor    = {Anne H{\aa}kansson and Ronald L. Hartung and Ngoc Thanh Nguyen},
      title     = {A Role-Based Cognitive Architecture for Multi-Agent Teaming},
      booktitle = {Agent and Multi-agent Technology for Internet and Enterprise Systems},
      series    = {Studies in Computational Intelligence},
      volume    = {289},
      pages     = {229--255},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-13526-2\_11},
      doi       = {10.1007/978-3-642-13526-2\_11},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/series/sci/LengLLLJ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
/////////////////////////////
    %Jixue Liu

@article{DBLP:journals/concurrency/DingOJJL19,
      author    = {Xiaofeng Ding and Yangling Ou and Jianhong Jia and Hai Jin and Jixue Liu},
      title     = {Efficient subgraph search on large anonymized graphs},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {31},
      number    = {23},
      year      = {2019},
      url       = {https://doi.org/10.1002/cpe.4511},
      doi       = {10.1002/cpe.4511},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Efficient subgraph search on large anonymized graphs _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcst/LiuL19,
      author    = {Hong{-}Cheu Liu and Jixue Liu},
      title     = {On the Expressive Power of Logics on Constraint Databases with Complex Objects},
      journal   = {J. Comput. Sci. Technol.},
      volume    = {34},
      number    = {4},
      pages     = {795--817},
      year      = {2019},
      url       = {https://doi.org/10.1007/s11390-019-1943-7},
      doi       = {10.1007/s11390-019-1943-7},
      timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
      biburl    = {publication/Liu-Liu2019_Article_OnTheExpressivePowerOfLogicsOn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausai/2019,
      editor    = {Jixue Liu and James Bailey},
      title     = {{AI} 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {11919},
      publisher = {Springer},
      year      = {2019},
      url       = {https://doi.org/10.1007/978-3-030-35288-2},
      doi       = {10.1007/978-3-030-35288-2},
      isbn      = {978-3-030-35287-5},
      timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
      biburl    = {publication/2019_Book_AI2019AdvancesInArtificialInte.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/concurrency/PokharelCL17,
      author    = {Shasi Pokharel and Kim{-}Kwang Raymond Choo and Jixue Liu},
      title     = {Can Android VoIP voice conversations be decoded? {I} can eavesdrop on your Android VoIP communication},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {29},
      number    = {7},
      year      = {2017},
      url       = {https://doi.org/10.1002/cpe.3845},
      doi       = {10.1002/cpe.3845},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Concurrency and Computation - 2016 - Pokharel - Can Android VoIP voice conversations be decoded  I can eavesdrop on your.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csi/PokharelCL17,
      author    = {Shasi Pokharel and Kim{-}Kwang Raymond Choo and Jixue Liu},
      title     = {Mobile cloud security: An adversary model for lightweight browser security},
      journal   = {Comput. Stand. Interfaces},
      volume    = {49},
      pages     = {71--78},
      year      = {2017},
      url       = {https://doi.org/10.1016/j.csi.2016.09.002},
      doi       = {10.1016/j.csi.2016.09.002},
      timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
      biburl    = {publication/Mobile cloud security_ An adversary model for lightweight browser security _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ipl/WangYLP17,
      author    = {Junhu Wang and Jeffrey Xu Yu and Jixue Liu and Chaoyi Pang},
      title     = {A revised result on chasing tree patterns under schema graphs},
      journal   = {Inf. Process. Lett.},
      volume    = {119},
      pages     = {19--24},
      year      = {2017},
      url       = {https://doi.org/10.1016/j.ipl.2016.11.005},
      doi       = {10.1016/j.ipl.2016.11.005},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0020019016301697-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aicol/StumptnerMGLLCK17,
      author    = {Markus Stumptner and Wolfgang Mayer and Georg Grossmann and Jixue Liu and Wenhao Li and Pompeu Casanovas and Louis de Koker and Danuta Mendelson and David Watts and Bridget Bainbridge},
      editor    = {Ugo Pagallo and Monica Palmirani and Pompeu Casanovas and Giovanni Sartor and Serena Villata},
      title     = {An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement},
      booktitle = {{AI} Approaches to the Complexity of Legal Systems - {AICOL} International Workshops 2015-2017: AICOL-VI@JURIX 2015, AICOL-VII@EKAW 2016, AICOL-VIII@JURIX 2016, AICOL-IX@ICAIL 2017, and AICOL-X@JURIX 2017, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {10791},
      pages     = {124--139},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-00178-0_8},
      doi       = {10.1007/978-3-030-00178-0\_8},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {publication/Stumptner2018_Chapter_AnArchitectureForEstablishingL.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tods/VincentLLL15,
      author    = {Millist W. Vincent and Jixue Liu and Hong{-}Cheu Liu and Sebastian Link},
      title     = {Technical Correspondence: "Differential Dependencies: Reasoning and Discovery" Revisited},
      journal   = {{ACM} Trans. Database Syst.},
      volume    = {40},
      number    = {2},
      pages     = {14:1--14:18},
      year      = {2015},
      url       = {https://doi.org/10.1145/2757214},
      doi       = {10.1145/2757214},
      timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
      biburl    = {publication/2757214.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
//////////////////////////
    @article{DBLP:journals/ijon/SunLLSC14,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Bing{-}Yu Sun and Christopher Chow},
      title     = {An improvement of symbolic aggregate approximation distance measure for time series},
      journal   = {Neurocomputing},
      volume    = {138},
      pages     = {189--198},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.neucom.2014.01.045},
      doi       = {10.1016/j.neucom.2014.01.045},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/ijon/SunLLSC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcss/VincentLM12,
      author    = {Millist W. Vincent and Jixue Liu and Mukesh K. Mohania},
      title     = {The implication problem for 'closest node' functional dependencies in complete {XML} documents},
      journal   = {J. Comput. Syst. Sci.},
      volume    = {78},
      number    = {4},
      pages     = {1045--1098},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.jcss.2012.01.003},
      doi       = {10.1016/j.jcss.2012.01.003},
      timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcss/VincentLM12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/LiuLHY12,
      author    = {Jixue Liu and Chengfei Liu and Theo H{\"{a}}rder and Jeffrey Xu Yu},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Updating Typical {XML} Views},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {126--140},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_11},
      doi       = {10.1007/978-3-642-29038-1\_11},
      timestamp = {Thu, 21 Nov 2019 11:10:09 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/LiuLHY12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/BaigLLDW12,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Xiaofeng Ding and Hua Wang},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Data Privacy against Composition Attack},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {320--334},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_24},
      doi       = {10.1007/978-3-642-29038-1\_24},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/BaigLLDW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aici/YeLQS11,
      author    = {Feiyue Ye and Jixue Liu and Jin Qian and Yuxi Shi},
      editor    = {Hepu Deng and Duoqian Miao and Jingsheng Lei and Fu Lee Wang},
      title     = {Discovering Association Rules Change from Large Databases},
      booktitle = {Artificial Intelligence and Computational Intelligence - Third International Conference, {AICI} 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7002},
      pages     = {388--395},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-23881-9\_51},
      doi       = {10.1007/978-3-642-23881-9\_51},
      timestamp = {Tue, 14 May 2019 10:00:36 +0200},
      biburl    = {https://dblp.org/rec/conf/aici/YeLQS11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/ZhouLLWL11,
      author    = {Rui Zhou and Chengfei Liu and Jianxin Li and Junhu Wang and Jixue Liu},
      editor    = {Jeffrey Xu Yu and Myoung{-}Ho Kim and Rainer Unland},
      title     = {Evaluating Contained Rewritings for XPath Queries on Materialized Views},
      booktitle = {Database Systems for Advanced Applications - 16th International Conference, {DASFAA} 2011, Hong Kong, China, April 22-25, 2011, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {6587},
      pages     = {481--495},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-20149-3\_35},
      doi       = {10.1007/978-3-642-20149-3\_35},
      timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/ZhouLLWL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdim/ShahriarL11,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      title     = {On mining association rules with semantic constraints in {XML}},
      booktitle = {Sixth {IEEE} International Conference on Digital Information Management, {ICDIM} 2011, Melbourne, Australia, September 26-28, 2011},
      pages     = {1--5},
      publisher = {{IEEE}},
      year      = {2011},
      url       = {https://doi.org/10.1109/ICDIM.2011.6093337},
      doi       = {10.1109/ICDIM.2011.6093337},
      timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
      biburl    = {https://dblp.org/rec/conf/icdim/ShahriarL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijiids/ShahriarL10,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      title     = {Towards the preservation of functional dependency in {XML} data transformation},
      journal   = {Int. J. Intell. Inf. Database Syst.},
      volume    = {4},
      number    = {5},
      pages     = {431--461},
      year      = {2010},
      url       = {https://doi.org/10.1504/IJIIDS.2010.035771},
      doi       = {10.1504/IJIIDS.2010.035771},
      timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/ijiids/ShahriarL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/fgit/ShahriarL10,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      editor    = {Yanchun Zhang and Alfredo Cuzzocrea and Jianhua Ma and Kyo{-}Il Chung and Tughrul Arslan and Xiaofeng Song},
      title     = {Semantic Constraint-Based {XML} Updating},
      booktitle = {Database Theory and Application, Bio-Science and Bio-Technology - International Conferences, {DTA} and {BSBT} 2010, Held as Part of the Future Generation Information Technology Conference, {FGIT} 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings},
      series    = {Communications in Computer and Information Science},
      volume    = {118},
      pages     = {100--109},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-17622-7\_11},
      doi       = {10.1007/978-3-642-17622-7\_11},
      timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/fgit/ShahriarL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLZKCH20,
      author    = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      editor    = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Preface: The 2020 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020},
      series    = {Proceedings of Machine Learning Research},
      volume    = {127},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2020},
      url       = {http://proceedings.mlr.press/v127/le20a.html},
      timestamp = {Fri, 11 Dec 2020 12:14:42 +0100},
      biburl    = {publication/le20a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LingYWLDW19,
      author    = {Zhaolong Ling and Kui Yu and Hao Wang and Lin Liu and Wei Ding and Xindong Wu},
      title     = {BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {10},
      number    = {5},
      pages     = {52:1--52:25},
      year      = {2019},
      url       = {https://doi.org/10.1145/3335676},
      doi       = {10.1145/3335676},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3335676.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2019,
      editor    = {Thuc Duy Le and Kok{-}Leong Ong and Yanchang Zhao and Warren H. Jin and Sebastien Wong and Lin Liu and Graham Williams},
      title     = {Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, Australia, December 2-5, 2019, Proceedings},
      series    = {Communications in Computer and Information Science},
      volume    = {1127},
      publisher = {Springer},
      year      = {2019},
      url       = {https://doi.org/10.1007/978-981-15-1699-3},
      doi       = {10.1007/978-981-15-1699-3},
      isbn      = {978-981-15-1698-6},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2019_Book_DataMining.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeZKHL18,
      author    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      editor    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      title     = {Preface: The 2018 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of 2018 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2018, London, UK, 20 August 2018},
      series    = {Proceedings of Machine Learning Research},
      volume    = {92},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2018},
      url       = {http://proceedings.mlr.press/v92/le18a.html},
      timestamp = {Fri, 12 Jul 2019 14:49:08 +0200},
      biburl    = {publication/le18a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2017,
      editor    = {Yee Ling Boo and David Stirling and Lianhua Chi and Lin Liu and Kok{-}Leong Ong and Graham Williams},
      title     = {Data Mining - 15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers},
      series    = {Communications in Computer and Information Science},
      volume    = {845},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-981-13-0292-3},
      doi       = {10.1007/978-981-13-0292-3},
      isbn      = {978-981-13-0291-6},
      timestamp = {Sun, 10 Mar 2019 00:00:00 +0100},
      biburl    = {publication/2018_Book_DataMining.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/kdd/2018cd,
      editor    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      title     = {Proceedings of 2018 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2018, London, UK, 20 August 2018},
      series    = {Proceedings of Machine Learning Research},
      volume    = {92},
      publisher = {{PMLR}},
      year      = {2018},
      url       = {http://proceedings.mlr.press/v92/},
      timestamp = {Fri, 12 Jul 2019 01:00:00 +0200},
      biburl    = {publication/le18a (1).pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/mta/AzfarCL17,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Forensic taxonomy of android productivity apps},
      journal   = {Multim. Tools Appl.},
      volume    = {76},
      number    = {3},
      pages     = {3313--3341},
      year      = {2017},
      url       = {https://doi.org/10.1007/s11042-016-3718-2},
      doi       = {10.1007/s11042-016-3718-2},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Azfar2017_Article_ForensicTaxonomyOfAndroidProdu.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apn/Liu0C17,
      author    = {Junxian Liu and Lin Liu and Tao Chen},
      editor    = {Wil M. P. van der Aalst and Eike Best},
      title     = {Evaluating and Improving {SIP} Non-INVITE Transaction to Alleviate the Losing Race Problem},
      booktitle = {Application and Theory of Petri Nets and Concurrency - 38th International Conference, {PETRI} {NETS} 2017, Zaragoza, Spain, June 25-30, 2017, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {10258},
      pages     = {57--77},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-57861-3_5},
      doi       = {10.1007/978-3-319-57861-3\_5},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Liu2017_Chapter_EvaluatingAndImprovingSIPNon-I.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ecr/AzfarC016,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Android mobile VoIP apps: a survey and examination of their security and privacy},
      journal   = {Electron. Commer. Res.},
      volume    = {16},
      number    = {1},
      pages     = {73--111},
      year      = {2016},
      url       = {https://doi.org/10.1007/s10660-015-9208-1},
      doi       = {10.1007/s10660-015-9208-1},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Azfar2016_Article_AndroidMobileVoIPAppsASurveyAn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/hicss/AzfarC016,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      editor    = {Tung X. Bui and Ralph H. Sprague Jr.},
      title     = {An Android Social App Forensics Adversary Model},
      booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016, Koloa, HI, USA, January 5-8, 2016},
      pages     = {5597--5606},
      publisher = {{IEEE} Computer Society},
      year      = {2016},
      url       = {https://doi.org/10.1109/HICSS.2016.693},
      doi       = {10.1109/HICSS.2016.693},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/An_Android_Social_App_Forensics_Adversary_Model.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/amcis/AzfarC015,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Forensic Taxonomy of Popular Android mHealth Apps},
      booktitle = {21st Americas Conference on Information Systems, {AMCIS} 2015, Puerto Rico, August 13-15, 2015},
      publisher = {Association for Information Systems},
      year      = {2015},
      url       = {http://aisel.aisnet.org/amcis2015/HealthIS/GeneralPresentations/13},
      timestamp = {Sun, 13 Dec 2015 13:10:52 +0100},
      biburl    = {publication/Forensic Taxonomy of Popular Android mHealth Apps.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
///////////////////////
    @article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/topnoc/LiuL14,
      author    = {Junxian Liu and Lin Liu},
      title     = {A Coloured Petri Net Approach to the Functional and Performance Analysis of {SIP} Non-INVITE Transaction},
      journal   = {Trans. Petri Nets Other Model. Concurr.},
      volume    = {9},
      pages     = {147--177},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-662-45730-6\_8},
      doi       = {10.1007/978-3-662-45730-6\_8},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/topnoc/LiuL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/hicss/AzfarCL14,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {A Study of Ten Popular Android Mobile VoIP Applications: Are the Communications Encrypted?},
      booktitle = {47th Hawaii International Conference on System Sciences, {HICSS} 2014, Waikoloa, HI, USA, January 6-9, 2014},
      pages     = {4858--4867},
      publisher = {{IEEE} Computer Society},
      year      = {2014},
      url       = {https://doi.org/10.1109/HICSS.2014.596},
      doi       = {10.1109/HICSS.2014.596},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/hicss/AzfarCL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2014,
      editor    = {Xue Li and Lin Liu and Kok{-}Leong Ong and Yanchang Zhao},
      title     = {Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, Australia, November 2014},
      series    = {{CRPIT}},
      volume    = {158},
      publisher = {Australian Computer Society},
      year      = {2014},
      url       = {http://crpit.scem.westernsydney.edu.au/Vol158.html},
      isbn      = {978-1-921770-17-3},
      timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausdm/2014.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/Liu11,
      author    = {Lin Liu},
      title     = {Uncovering {SIP} Vulnerabilities to DoS Attacks Using Coloured Petri Nets},
      booktitle = {{IEEE} 10th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, Changsha, China, 16-18 November, 2011},
      pages     = {29--36},
      publisher = {{IEEE} Computer Society},
      year      = {2011},
      url       = {https://doi.org/10.1109/TrustCom.2011.8},
      doi       = {10.1109/TrustCom.2011.8},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/trustcom/Liu11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/NguyenLQNLV21,
      author    = {Thin Nguyen and Hang Le and Thomas P. Quinn and Tri Nguyen and Thuc Duy Le and Svetha Venkatesh},
      title     = {GraphDTA: predicting drug-target binding affinity with graph neural networks},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {8},
      pages     = {1140--1147},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btaa921},
      doi       = {10.1093/bioinformatics/btaa921},
      timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
      biburl    = {publication/btaa921.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ChaudharyPL21,
      author    = {Mandar S. Chaudhary and Vu Viet Hoang Pham and Thuc Duy Le},
      title     = {NIBNA: a network-based node importance approach for identifying breast cancer drivers},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {17},
      pages     = {2521--2528},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btab145},
      doi       = {10.1093/bioinformatics/btab145},
      timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
      biburl    = {publication/btab145.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/access/PanCLLZ20,
      author    = {Jianhan Pan and Teng Cui and Thuc Duy Le and Xiaomei Li and Jing Zhang},
      title     = {Multi-Group Transfer Learning on Multiple Latent Spaces for Text Classification},
      journal   = {{IEEE} Access},
      volume    = {8},
      pages     = {64120--64130},
      year      = {2020},
      url       = {https://doi.org/10.1109/ACCESS.2020.2984571},
      doi       = {10.1109/ACCESS.2020.2984571},
      timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
      biburl    = {publication/Multi-Group_Transfer_Learning_on_Multiple_Latent_Spaces_for_Text_Classification.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangL0L17a,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
      journal   = {{BMC} Bioinform.},
      volume    = {18},
      number    = {1},
      pages     = {243:1--243:12},
      year      = {2017},
      url       = {https://doi.org/10.1186/s12859-017-1672-2},
      doi       = {10.1186/s12859-017-1672-2},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12859-017-1672-2 (1).pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
///////////////////////
    @article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdm/JinL0LSW12,
      author    = {Zhou Jin and Jiuyong Li and Lin Liu and Thuc Duy Le and Bing{-}Yu Sun and Rujing Wang},
      editor    = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu},
      title     = {Discovery of Causal Rules Using Partial Association},
      booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012},
      pages     = {309--318},
      publisher = {{IEEE} Computer Society},
      year      = {2012},
      url       = {https://doi.org/10.1109/ICDM.2012.36},
      doi       = {10.1109/ICDM.2012.36},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/icdm/JinL0LSW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
/////////////////////////
    @article{pham2021pdriver,
      title={pDriver: a novel method for unravelling personalized coding and miRNA cancer drivers},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Nguyen, Thin and Goodall, Gregory J and Li, Jiuyong and Le, Thuc D},
      journal={Bioinformatics},
      volume={37},
      number={19},
      pages={3285--3292},
      year={2021},
      url       = {https://academic.oup.com/bioinformatics/article/37/19/3285/6255310},
      biburl    = {publication/btab262.pdf},
      publisher={Oxford University Press}
    }

@article{zhang2021time,
      title={Time to infer miRNA sponge modules.},
      author={Zhang, J and Liu, L and Xu, T and Zhang, W and Li, J and Rao, N and Le, TD},
      journal={Wiley Interdisciplinary reviews. RNA},
      pages={e1686--e1686},
      url       = {https://wires.onlinelibrary.wiley.com/doi/pdf/10.1002/wrna.1686},
      biburl    = {publication/WIREs RNA - 2021 - Zhang - Time to infer miRNA sponge modules.pdf},
      year={2021}
    }

@article{tarca2021crowdsourcing,
      title={Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth},
      author={Tarca, Adi L and Pataki, B{\'a}lint {\'A}rmin and Romero, Roberto and Sirota, Marina and Guan, Yuanfang and Kutum, Rintu and Gomez-Lopez, Nardhy and Done, Bogdan and Bhatti, Gaurav and Yu, Thomas and others},
      journal={Cell Reports Medicine},
      volume={2},
      number={6},
      pages={100323},
      year={2021},
      url       = {https://www.sciencedirect.com/science/article/pii/S266637912100166X},
      biburl    = {publication/1-s2.0-S266637912100166X-main.pdf},
      publisher={Elsevier}
    }

@article{nguyen2021pan,
      title={PAN: Personalized Annotation-based Networks for the Prediction of Breast Cancer Relapse},
      author={Nguyen, Thin and Lee, Samuel and Quinn, Thomas and Truong, Buu and Li, Xiaomei and Tran, Truyen and Venkatesh, Svetha and Le, Thuc Duy},
      journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
      year={2021},
      url       = {https://ieeexplore.ieee.org/abstract/document/9417708},
      biburl    = {publication/PAN_Personalized_Annotation-Based_Networks_for_the_Prediction_of_Breast_Cancer_Relapse.pdf},
      publisher={IEEE}
    }

@article{zhang2021mirsm,
      title={miRSM: an R package to infer and analyse miRNA sponge modules in heterogeneous data},
      author={Zhang, Junpeng and Liu, Lin and Xu, Taosheng and Zhang, Wu and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
      journal={RNA biology},
      pages={1--13},
      year={2021},
      url       = {https://www.tandfonline.com/doi/full/10.1080/15476286.2021.1905341},
      biburl    = {publication/15476286.2021.pdf},
      publisher={Taylor \& Francis}
    }

@article{pham2021computational,
      title={Computational methods for cancer driver discovery: A survey},
      author={Pham, Vu Viet Hoang and Liu, Lin and Bracken, Cameron and Goodall, Gregory and Li, Jiuyong and Le, Thuc Duy},
      journal={Theranostics},
      volume={11},
      number={11},
      pages={5553},
      year={2021},
      url       = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039954/},
      biburl    = {publication/Enhanced Reader.pdf},
      publisher={Ivyspring International Publisher}
    }

@article{pham2020drivergroup,
      title={DriverGroup: a novel method for identifying driver gene groups},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Goodall, Gregory J and Li, Jiuyong and Le, Thuc D},
      journal={Bioinformatics},
      volume={36},
      number={Supplement\_2},
      pages={i583--i591},
      year={2020},
      url       = {https://academic.oup.com/bioinformatics/article/36/Supplement_2/i583/6055900?login=true},
      biburl    = {publication/btaa797.pdf},
      publisher={Oxford University Press}
    }

@article{tanevski2020gene,
      title={Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data},
      author={Tanevski, Jovan and Nguyen, Thin and Truong, Buu and Karaiskos, Nikos and Ahsen, Mehmet Eren and Zhang, Xinyu and Shu, Chang and Xu, Ke and Liang, Xiaoyu and Hu, Ying and others},
      journal={Life science alliance},
      volume={3},
      number={11},
      year={2020},
      url       = {https://www.life-science-alliance.org/content/3/11/e202000867.abstract},
      biburl    = {publication/e202000867.full.pdf},
      publisher={Life Science Alliance}
    }

@article{li2020novel,
      title={A novel single-cell based method for breast cancer prognosis},
      author={Li, Xiaomei and Liu, Lin and Goodall, Gregory J and Schreiber, Andreas and Xu, Taosheng and Li, Jiuyong and Le, Thuc D},
      journal={PLoS computational biology},
      volume={16},
      number={8},
      pages={e1008133},
      year={2020},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008133},
      biburl    = {publication/file (1).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{truong2020efficient,
      title={Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives},
      author={Truong, Buu and Zhou, Xuan and Shin, Jisu and Li, Jiuyong and van der Werf, Julius HJ and Le, Thuc D and Lee, S Hong},
      journal={Nature communications},
      volume={11},
      number={1},
      pages={1--11},
      year={2020},
      url       = {https://www.nature.com/articles/s41467-020-16829-x},
      biburl    = {publication/s41467-020-16829-x.pdf},
      publisher={Nature Publishing Group}
    }

@article{zhang2020lmsm,
      title={LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer},
      author={Zhang, Junpeng and Xu, Taosheng and Liu, Lin and Zhang, Wu and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
      journal={PLoS computational biology},
      volume={16},
      number={4},
      pages={e1007851},
      year={2020},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007851},
      biburl    = {publication/file (2).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{li2020accurate,
      title={Accurate data-driven prediction does not mean high reproducibility},
      author={Li, Jiuyong and Liu, Lin and Le, Thuc Duy and Liu, Jixue},
      journal={Nature Machine Intelligence},
      volume={2},
      number={1},
      pages={13--15},
      year={2020},
      url       = {https://www.nature.com/articles/s42256-019-0140-2},
      biburl    = {publication/PredictionNotReproducibility (1).pdf},
      publisher={Nature Publishing Group}
    }

@article{pham2019cbna,
      title={CBNA: a control theory based method for identifying coding and non-coding cancer drivers},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Goodall, Gregory J and Long, Qi and Li, Jiuyong and Le, Thuc D},
      journal={PLoS computational biology},
      volume={15},
      number={12},
      pages={e1007538},
      year={2019},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007538},
      biburl    = {publication/file (3).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{pillman2019extensive,
      title={Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon--Intron Split Analysis (EISA)},
      author={Pillman, Katherine A and Scheer, Kaitlin G and Hackett-Jones, Emily and Saunders, Klay and Bert, Andrew G and Toubia, John and Whitfield, Holly J and Sapkota, Sunil and Sourdin, Laura and Pham, Hoang and others},
      journal={Nucleic acids research},
      volume={47},
      number={16},
      pages={8606--8619},
      year={2019},
      url       = {https://academic.oup.com/nar/article/47/16/8606/5542881?login=true},
      biburl    = {publication/gkz664.pdf},
      publisher={Oxford University Press}
    }

@article{choobdar2019assessment,
      title={Assessment of network module identification across complex diseases},
      author={Choobdar, Sarvenaz and Ahsen, Mehmet E and Crawford, Jake and Tomasoni, Mattia and Fang, Tao and Lamparter, David and Lin, Junyuan and Hescott, Benjamin and Hu, Xiaozhe and Mercer, Johnathan and others},
      journal={Nature methods},
      volume={16},
      number={9},
      pages={843--852},
      year={2019},
      url       = {https://www.nature.com/articles/s41592-019-0509-5},
      biburl    = {publication/s41592-019-0509-5.pdf},
      publisher={Nature Publishing Group}
    }

@article{brown2019large,
      title={Large expert-curated database for benchmarking document similarity detection in biomedical literature search},
      author={Brown, Peter and Tan, Aik-Choon and El-Esawi, Mohamed A and Liehr, Thomas and Blanck, Oliver and Gladue, Douglas P and Almeida, Gabriel MF and Cernava, Tomislav and Sorzano, Carlos O and Yeung, Andy WK and others},
      journal={Database},
      volume={2019},
      year={2019},
      url       = {https://academic.oup.com/database/article/doi/10.1093/database/baz085/5608006?login=true},
      biburl    = {publication/baz085.pdf},
      publisher={Oxford Academic}
    }

@article{zhang2018lncmirsrn,
      title={LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer},
      author={Zhang, Junpeng and Liu, Lin and Li, Jiuyong and Le, Thuc Duy},
      journal={Bioinformatics},
      volume={34},
      number={24},
      pages={4232--4240},
      year={2018},
      url       = {https://academic.oup.com/bioinformatics/article/34/24/4232/5046259?login=true},
      biburl    = {publication/bty525 (1).pdf},
      publisher={Oxford University Press}
    }

@article{le2018causal,
      title={Causal inference methods and applications in Bioinformatics},
      author={Le, Thuc Duy},
      url       = {https://www.researchgate.net/profile/Thuc-Le-2/publication/307477690_Causal_inference_methods_and_applications_in_Bioinformatics/links/5c6e3b11299bf1e3a5b8dc48/Causal-inference-methods-and-applications-in-Bioinformatics.pdf},
      biburl    = {publication/Publications.pdf},
      year={2018}
    }

@article{truong2018use,
      title={Use of haploid model of Candida albicans to uncover mechanism of action of a novel antifungal agent},
      author={Truong, Thuyen and Suriyanarayanan, Tanujaa and Zeng, Guisheng and Le, Thuc D and Liu, Lin and Li, Jiuyong and Tong, Cao and Wang, Yue and Seneviratne, Chaminda J},
      journal={Frontiers in cellular and infection microbiology},
      volume={8},
      pages={164},
      year={2018},
      url       = {https://www.frontiersin.org/articles/10.3389/fcimb.2018.00164/full},
      biburl    = {publication/fcimb-08-00164.pdf},
      publisher={Frontiers}
    }

@article{zhang2016predicting,
      title={Predicting miRNA targets by integrating gene regulatory knowledge with expression profiles},
      author={Zhang, Weijia and Le, Thuc Duy and Liu, Lin and Zhou, Zhi-Hua and Li, Jiuyong},
      journal={PloS one},
      volume={11},
      number={4},
      pages={e0152860},
      year={2016},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152860},
      biburl    = {publication/file (4).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{xu2016identifying,
      title={Identifying cancer subtypes from miRNA-TF-mRNA regulatory networks and expression data},
      author={Xu, Taosheng and Le, Thuc Duy and Liu, Lin and Wang, Rujing and Sun, Bingyu and Li, Jiuyong},
      journal={PloS one},
      volume={11},
      number={4},
      pages={e0152792},
      year={2016},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152792},
      biburl    = {publication/file (5).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{zhang2016novel,
      title={A novel framework for inferring condition-specific TF and miRNA co-regulation of protein--protein interactions},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and He, Jianfeng and Li, Jiuyong},
      journal={Gene},
      volume={577},
      number={1},
      pages={55--64},
      year={2016},
      url       = {https://www.sciencedirect.com/science/article/pii/S0378111915014328},
      biburl    = {publication/1-s2.0-S0378111915014328-main.pdf},
      publisher={Elsevier}
    }

@article{zhang2016identifying,
      title={Identifying miRNA synergistic regulatory networks in heterogeneous human data via network motifs},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and He, Jianfeng and Li, Jiuyong},
      journal={Molecular bioSystems},
      volume={12},
      number={2},
      pages={454--463},
      year={2016},
      url       = {https://pubs.rsc.org/en/content/articlehtml/2016/mb/c5mb00562k},
      biburl    = {publication/c5mb00562k.pdf},
      publisher={Royal Society of Chemistry}
    }

@article{le2015mirlab,
      title={miRLAB: an R based dry lab for exploring miRNA-mRNA regulatory relationships},
      author={Le, Thuc Duy and Zhang, Junpeng and Liu, Lin and Liu, Huawen and Li, Jiuyong},
      journal={PloS one},
      volume={10},
      number={12},
      pages={e0145386},
      year={2015},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0145386},
      biburl    = {publication/file (6).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{le2015ensemble,
      title={Ensemble methods for miRNA target prediction from expression data},
      author={Le, Thuc Duy and Zhang, Junpeng and Liu, Lin and Li, Jiuyong},
      journal={PloS one},
      volume={10},
      number={6},
      pages={e0131627},
      year={2015},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0131627},
      biburl    = {publication/file (7).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{le2015mirna,
      title={From miRNA regulation to miRNA--TF co-regulation: computational approaches and challenges},
      author={Le, Thuc Duy and Liu, Lin and Zhang, Junpeng and Liu, Bing and Li, Jiuyong},
      journal={Briefings in bioinformatics},
      volume={16},
      number={3},
      pages={475--496},
      year={2015},
      url       = {https://academic.oup.com/bib/article/16/3/475/245369?login=true},
      biburl    = {publication/bbu023 (1).pdf},
      publisher={Oxford University Press}
    }
///////////////////////
    @article{zhang2014identifying,
      title={Identifying direct miRNA--mRNA causal regulatory relationships in heterogeneous data},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and Liu, Bing and He, Jianfeng and Goodall, Gregory J and Li, Jiuyong},
      journal={Journal of biomedical informatics},
      volume={52},
      pages={438--447},
      year={2014},
      url       = {https://www.sciencedirect.com/science/article/pii/S1532046414001865},
      publisher={Elsevier}
    }

@article{le2013inferring,
      title={Inferring microRNA--mRNA causal regulatory relationships from expression data},
      author={Le, Thuc Duy and Liu, Lin and Tsykin, Anna and Goodall, Gregory J and Liu, Bing and Sun, Bing-Yu and Li, Jiuyong},
      journal={Bioinformatics},
      volume={29},
      number={6},
      pages={765--771},
      year={2013},
      url       = {https://academic.oup.com/bioinformatics/article/29/6/765/184183?login=true},
      publisher={Oxford University Press}
    }
///////////

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