赵素云 - 中国人民大学

个人简介

教育经历 1997-2001 河北大学应用数学专业本科 2001-2004 河北大学应用数学专业硕士研究生 2006-2009 香港理工大学计算机应用技术博士研究生工作经历 2004年7月-2011年4月河北大学数学与计算机学院讲师 2011年5月-2014年8月中国人民大学数据工程与知识工程教育部重点实验室讲师 2014年9月-2017年6月中国人民大学数据工程与知识工程教育部重点实验室副教授 2014年9月-2015年8月美国伊利诺伊大学厄巴纳-香槟分校访问学者 2017年7月至今中国人民大学信息学院副教授

研究领域

机器学习；具体包括主动学习，增量学习，集成学习等，以及基于模糊粗糙技术的不确定信息处理等

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1.吴云乘，陈红，赵素云，梁文娟，吴垚，李翠平，张晓莹. 一种基于时空相关性的差分隐私轨迹保护机制. 计算机学报, 第40卷, 2017 2.陈俞,赵素云*,李雪峰,陈红,李翠平，基于随机抽样的模糊粗糙约简，软件学报，2017,28(11): 2825-2835. 3.陈俞,赵素云*,陈红,李翠平,孙辉,统计粗糙集，软件学报, 2016,27(7):1645-1654 4.Suyun Zhao, Hong Chen, Cuiping Li, Xiaoyong Du, Hui Sun,A Novel Approach to Building a Robust Fuzzy Rough Classifier. IEEE Trans. Fuzzy Systems 23(4): 769-786 (2015) 5.Yu Chen, Suyun Zhao*, Hong Chen: Randomly sampling based fuzzy rough reduction. SMC 2014: 2244-2249 6.Jinchuan Chen, Yueguo Chen, Xiaoyong Du, Cuiping Li, Jiaheng Lu, Suyun Zhao, Xuan Zhou: Big data challenge: a data management perspective. Frontiers of Computer Science 7(2): 157-164 (2013) 7.Bin Pei, Suyun Zhao*, Hong Chen, Xuan Zhou, Dingjie Chen: FARP: Mining fuzzy association rules from a probabilistic quantitative database. Inf. Sci. 237: 242-260 (2013) 8.Suyun Zhao, Xizhao Wang, Degang Chen, Eric C. C. Tsang: Nested structure in parameterized rough reduction. Inf. Sci. 248: 130-150 (2013) 9.Suyun Zhao, Hong Chen, Cuiping Li, Mengyao Zhai, Xiaoyong Du: RFRR: Robust Fuzzy Rough Reduction. IEEE Trans. Fuzzy Systems 21(5): 825-841 (2013) 10.Yinglong Li, Hong Chen, Suyun Zhao, Shangfeng Mo: Efficient Event Prewarning for Sensor Networks with Multi Microenvironments. Euro-Par 2013: 382-393 11.Eric C. C. Tsang, Suyun Zhao: The topological structure in parameterized rough sets. ICMLC 2013: 687-692 12.Suyun Zhao, Hong Chen, Cuiping Li, Yu Chen: The Nested Structure in Fuzzy Rough Classifier. SMC 2013: 4848-4853 13.Degang Chen, Lei Zhang, Suyun Zhao, Qinghua Hu, Pengfei Zhu: A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets. IEEE Trans. Fuzzy Systems 20(2): 385-389 (2012) 14.Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang: Sample Pair Selection for Attribute Reduction with Rough Set. IEEE Trans. Knowl. Data Eng. 24(11): 2080-2093 (2012) 15.Bin Pei, Tingting Zhao, Suyun Zhao, Hong Chen: Mining Fuzzy Association Rules from Heterogeneous Probabilistic Datasets. ICTAI 2012: 828-835 16.Qiang He, Congxin Wu, Degang Chen, Suyun Zhao: Fuzzy rough set based attribute reduction for information systems with fuzzy decisions. Knowl.-Based Syst. 24(5): 689-696 (2011) 17.Eric C. C. Tsang, Suyun Zhao, Cai-Li Zhou: A property of reductions in Fuzzy Variable Precision Rough Set model. ICMLC 2011: 160-165 18.Degang Chen, Suyun Zhao: Local reduction of decision system with fuzzy rough sets. Fuzzy Sets and Systems 161(13): 1871-1883 (2010) 19.Suyun Zhao, Eric C. C. Tsang, Degang Chen, Xizhao Wang: Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach. IEEE Trans. Knowl. Data Eng. 22(5): 624-638 (2010) 20.Eric C. C. Tsang, Suyun Zhao: Decision Table Reduction in KDD: Fuzzy Rough Based Approach. T. Rough Sets 11: 177-188 (2010) 21.Suyun Zhao, Eric C. C. Tsang, Degang Chen: The Model of Fuzzy Variable Precision Rough Sets. IEEE T. Fuzzy Systems 17(2): 451-467 (2009) 22.Suyun Zhao, Eric C. C. Tsang: On fuzzy approximation operators in attribute reduction with fuzzy rough sets. Inf. Sci. 178(16): 3163-3176 (2008) 23.Xizhao Wang, Eric C. C. Tsang, Suyun Zhao, Degang Chen, Daniel S. Yeung: Learning fuzzy rules from fuzzy samples based on rough set technique. Inf. Sci. 177(20): 4493-4514 (2007) 24.Degang Chen, Xizhao Wang, Suyun Zhao: Attribute Reduction Based on Fuzzy Rough Sets. RSEISP 2007: 381-390 25.Degang Chen, Eric C. C. Tsang, Suyun Zhao: An approach of attributes reduction based on fuzzy TL rough sets. SMC 2007: 486-491 26.Eric C. C. Tsang, Degang Chen, Suyun Zhao, Qiang He: A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine. SMC 2006: 3436-3440

学术兼职

现为IEEE Transactions on Fuzzy Systems，Information Sciences, IEEE Transactions on Systems，Man And Cybernetics (Part B), Pattern Recognition Letters，Knowledge-based systems等国际SCI期刊审稿人。