张红英 |
主要研究领域为:近似推理、不确定数据机器学习、粗糙集。已在国内外重要杂志和国际学术会议上发表学术论文 30 余篇,其中, SCI 收录近 20 篇,高被引ESI论文2篇。于2008年获得西安交通大学理学博士学位并主要从事近似推理和不确定数据分析的研究工作。本人与香港中文大学、加拿大Regina 大学等国内外著名大学的有关专家一直保持联系和学术交流,于2010 年3 月至2010 年6 月应邀在香港中文大学进行合作研究,于2014 年4 月至2015年4 月应邀在Regina 大学进行了访问研究。目前在研主持一项国家自然科学基金面上项目一项,主持完成一项国家自然科学基金青年基金项目,主持完成陕西省科技厅项目一项,多项西安交通大学校内基金项目,作为主要研究人员参与完成国家自然科学基金项目多项,陕西省教育厅科研课题一项,积累了丰富的合作研究工作经验,指导的研究生多人获得国家奖学金,企业奖学金等。
1.2003/09-至今 西安交通大学 数学与统计学院任教师,2017年,评为博导,2018年晋升为教授2.2010/03-2010/06 香港中文大学地理与资源管理学系进
行合作研究,访问学者
3.2014/04-2015/04 加拿大 University of Regina 进行合作研究,访问学者
[1] 国家自然科学基金面上项目,11671007,犹豫模糊环境下的粒计算与信息融合研究,2017.1-2020.12.
[2] 基于粗糙集和概念格的区间值模糊知识获取理论与方法研究,国家自然基金青年项目,61005042,2011.1-2013.12,20万,结题。
[3] 基于邻域粗糙集的空间数据处理理论与方法研究,陕西省自然科学基金,2014JQ8348,2014.1-2015.12,3万,结题。
[4] 基于区间值模糊粗糙集的往复式压缩机故障诊断,西安交通大学综合交叉类项目,XJJ2013109,2013.1-2015.12,9万,结题。[1] Hongying Zhang (张红英) ,Shuyun Yang,Jianmin Ma, Ranking interval sets based on inclusion measures and applications to three-way decisions,Knowledge-Based Systems,2016,91:62-70。( SCI: CZ5CM)
[2] Hongying Zhang (张红英) ,Shuyun Yang. Feature selection and approximate reasoning of large-scale set-valued decision tables based on dominance-based quantitative rough sets. Information Scirnces, 2017,378:328–347 .(SCI: DG7YH)
[3] Hongying Zhang (张红英) ,Shuyun Yang,Inclusion measure for typical hesitant fuzzy sets, the relative similarity measure and fuzzy entropy,Soft Computing (2016) 20:1277–1287. (SCI: DG7YH)
[4] Hongying Zhang (张红英),Shunyun Yang,On inclusion measures of intuitionistic and interval-valued intuitionistic fuzzy values and their applications to group decision making,International Journal of Machine Learning and Cybernetics, 2016,7:833-843。(SCI: DW7RM)
[5] Hongying Zhang (张红英),Shuyun Yang,Representation of typical hesitant fuzzy rough sets, Journal of intelligent and fuzzy systems, 2016, 31(1): 457-468.. (SCI: DP6EB)
[6] Hongying Zhang (张红英), Haijuan Song, On simplified axiomatic characterizations of $(\vartheta,\sigma)$-fuzzy rough approximation operators,International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,25(3), 2017: 457-476.
[7] Hongying Zhang (张红英),Approaches to group decision making with incomplete
information based onpower geometric operators and triangular fuzzy AHP,Expert Systems with Applications,2015,42(21):7846-7857。
[8] Hongying Zhang (张红英), Yee Leung, Lei Zhou, Variable-precision-dominance-based rough set approach to interval-valued information systems. Information Sciences, 244, 75-91, 2013.( SCI:178XD ,2013SCI分区一区)
[9] Hongying Zhang (张红英), Wenxiu Zhang , Hybrid monotonic inclusion measure and its use in measuring similarity and distance between fuzzy sets, Fuzzy Sets and Systems , 160,107-118, 2009. (SCI: 379TN,2012年SCI数学类Top10期刊)
[10] Hongying Zhang (张红英), Wenxiu Zhang, Changlin Mei, Entropy of interval-valued fuzzy sets based on distance and its relationship with similarity measure, Knowledge-based Systems, 22, 449-454, 2009. (SCI:488IC)
[11] Hongying Zhang (张红英), Wenxiu Zhang, Weizhi Wu, On characterization of generalized interval-valued fuzzy rough sets, International Journal of Approximate Reasoning, 51, 56-70, 2009. (SCI: 530OA)