Publication in Three-way Decisions and Decision-theoretic Rough Set Model

Recent Papers

——Heng-Ru Zhang

• 15Yan-Xue Wu, Xue-Yang Min, Fan Min, Min Wang, Cost-sensitive active learning with a label uniform distribution model, International Journal of Approximate Reasoning, accepted. PDF
• 14Fan Min,  Zhi-Heng Zhang,  Wen-Jie Zhai,  and Rong-Ping Shen,  Frequent pattern discovery with tripartition alphabets,Information Sciences doi:10.1016/j.ins.2018.04.013
• 13Fan Min,  Fu-Lun Liu,  Liu-Ying Wen,  Zhi-Heng Zhang,  Tri-partition cost-sensitive active learning through kNN,Soft Computing (2017) 1–16. Springer Link
• 12Heng-Ru Zhang,  Fan Min,  Bing Shi,  Regression-based three-way recommendation, Information Sciences 378 (2017) 444–461. INS Link
• 11Min Wang,  Fan Min, Yan-Xue Wu, Zhi-Heng Zhang, Active learning through density clustering, Expert Systems with Applications 85 (2017) 305–317. ESWA Link
• 10Heng-Ru Zhang,  Fan Min,  Three-way recommender systems based on random forests, Knowledge-Based Systems 91 (2016) 275–286. KBS Link
• 9Yao Li,  Zhi-Heng Zhang,  Wen-Bin Chen,  Fan Min,  TDUP: an approach to incremental mining of frequent itemsets with three-way-decision pattern updating, International Journal of Machine Learning & Cybernetics 8 (2017) 441–453. JMLC Link
• 8Shu-Jiao Liao,  Qing-Xin Zhu,  Fan Min,  Cost-sensitive attribute reduction in decision-theoretic rough set models, Mathematical Problems in Engineering 2014 (2014) 1–14. MPE Link
• 7Yu-Wan He, Heng-Ru Zhang, Fan Min, A Teacher-Cost-Sensitive Decision-Theoretic Rough Set Model, The 2015 International Joint Conference on Rough Sets(IJCRS), Volume 9436 ,275-285,2015.Best Paper Award. Springer Link
• 6Yuan-Yuan Ma, Heng-Ru Zhang, Yuan-Yuan Xu, Fan Min, Lei Gao, Three-way recommendation integrating global and local information, The Journal of Engineering, 2018 (online) JOE Link
• 5Heng-Ru Zhang,  Fan Min and Bing Shi,  Regression-based three-way recommendation,  Information Sciences. INS link
• 4Heng-Ru Zhang and Fan Min,  Three-way recommender systems based on random forest,  Knowledge-Based Systems,  Volume 91,  January 2016,  Pages 275–286. KBS Link
• 3Yao Li,  Zhi-Heng Zhang and Wen-Bin Chen,  Fan Min,  TDUP: an approach to incremental mining of frequent itemsets with three-way-decision pattern updating,  International Journal of Machine Learning and Cybernetics,  1-13,  2015. JMLC Link
• 2Zhi-Heng Zhang,  Yao Li,  Wen-Bin Chen,  and Fan Min,  A Three-way Decision Approach to Incremental Frequent Itemsets Mining，Journal of Information and Computational Science,  2014 Vol. 11(10):3399-3410. JICS Link
• 1Shu-Jiao Liao, Qing-Xin Zhu, and Fan Min, Cost-Sensitive Attribute Reduction in Decision-Theoretic Rough Set Models, Mathematical Problems in Engineering, pp. 1-14, 2014. MPE link