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个人简介

博士学位论文获2012年“全国优秀博士学位论文提名奖”与2011年“江苏省优秀博士学位论文奖”,2012年入选“江苏省青蓝工程优秀青年骨干教师”,2014年入选“江苏省青蓝工程中青年学术带头人”,2012年被评为“江苏科技大学优秀教师”,2010年入选“江苏省企业博士集聚计划”。 先后主持包括国家自然科学基金在内的科研项目7项;发表学术论文70余篇,其中被SCI/EI收录50余篇,已被引用300余次;2013年获得镇江市优秀科技论文特等奖,2012年出版英文学术专著1部;2012年获国家发明专利1项;2013年获镇江市科技进步三等奖1项。 已取得了的研究成果不仅改变了传统的计算观念,使得数据的处理更科学、合理、经济和易操作,而且能够极大地降低政府决策、投资分析、金融风险、医疗诊断等领域中广泛存在的不确定性因素。目前,项目的研究成果已逐步形成一个以多粒度为核心的粒计算理论框架与方法体系,对政府、金融、医疗、教育、能源等诸多应用领域的进步与发展起到积极的推动作用。

研究领域

粒计算、粗糙集、知识发现、数据挖掘

近期论文

查看导师新发文章 (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]. Xibei Yang, Jingyu Yang. Incomplete information system and rough set theory: models and attribute reductions, Science Press & Springer, 2012. (Science Press ISBN: 978-7-03-032476-4, Springer ISBN: 978-3-642-25934-0) [2]. Xibei Yang*, Jingyu Yang, Chen Wu, Dongjun Yu. Dominance-based rough set approach and knowledge reductions in incomplete ordered information system, Information Sciences, Vol. 178, No. 4, 2008, pp. 1219-1234. (SCI: 000253184800019) [3]. Xbei Yang*, Jun Xie, Xiaoning Song, Jingyu Yang. Credible rules in incomplete decision system based on descriptors, Knowledge-Based Systems, Vol. 22, No. 1, 2009, pp. 8-17. (SCI: 000262311300002) [4]. Xibei Yang*, Tsau Young Lin, Jingyu Yang, Yan Li, Dongjun Yu. Combination of interval-valued fuzzy set and soft set, Computers & Mathematics with Applications, Vol. 58, No. 3, 2009, pp. 521-527. (SCI: 000268113800012) [5]. Xibei Yang, Dongjun Yu, Jingyu Yang, Lihua Wei. Dominance-based rough set approach to incomplete interval-valued information system, Data & Knowledge Engineering, Vol. 68, No. 11, 2009, pp. 1331–1347. (SCI: 000271448500012) [6]. Xibei Yang*, Dongjun Yu, Jingyu Yang, Xiaoning Song. Difference relation-based rough set and negative rules in incomplete information system, International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, Vol. 17, No. 5, 2009, pp. 649-665. (SCI: 000270694900003) [7]. Xibei Yang*, Ming Zhang, Huili Dou, Jingyu Yang. Neighborhood systems-based rough sets in incomplete information system, Knowledge-Based Systems, Vol. 24, No. 6, 2011, pp. 858-867. (SCI: 000292224800013) [8]. Xibei Yang*, Ming Zhang. Dominance-based fuzzy rough approach to an interval-valued decision system, Frontier of Computer Science in China, Vol. 5, No. 2, 2011, pp. 195-204. (SCI: 000292506500007) [9]. Xibei Yang*, Zehua Chen, Huili Dou, Ming Zhang, Jingyu Yang, Neighborhood system based rough set: Models and attribute reductions, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 20, No. 3, 2012, pp. 399-419. (SCI: 000304094900005) [10]. Xibei Yang*, Yuhua Qian, Jingyu Yang, Hierarchical structures on multigranulation spaces, Journal of Computer Science and Technology, Vol. 27, No. 6, 2012, pp. 1169-1183. (SCI: 000311264700009) [11]. Xibei Yang*, Yanqin Zhang, Jingyu Yang, Local and global measurements of MGRS rules, International Journal of Computational Intelligence Systems, Vol. 5, No. 6, 2012, pp. 1010-1024. (SCI: 000311119400003) [12]. Xibei Yang*, Yunsong Qi, Xiaoning Song, Jingyu Yang, Test cost sensitive multigranulation rough set: Model and minimal cost selection, Information Sciences, Vol. 250, 2013, pp. 184-199. (SCI: 000325041400010) [13]. Xibei Yang*, Xiaoning Song, Yanhong She, Jingyu Yang, Hierarchy on multigranulation structures: A knowledge distance approach, International Journal of General Systems, Vol. 42, No. 7, 2013, pp. 754-773. (SCI: 000321690800003) [14]. Xibei Yang*, Yuhua Qian, Jingyu Yang, On characterizing hierarchies of granulation structures via distances, Fundamenta Informaticae, Vol. 123, No. 3, 2013, pp. 365-380. [15]. Xibei Yang*, Yong Qi, Hualong Yu, Xiaoning Song, Jingyu Yang, Updating multigranulation rough approximations with increasing of granular structures, Knowledge-Based Systems, Vol. 64, 2014, pp. 59-69. (SCI: 000337555100006) [16]. Xibei Yang*, Xiaoning Song, Yunsong Qi, Jingyu Yang, Constructive and axiomatic approaches to hesitant fuzzy rough set, Soft Computing, Vol. 18, No. 6, 2014, pp. 1067-1077. (SCI: 000336270600004) [17]. Xibei Yang*, Yong Qi, Dong-Jun Yu, Hualong Yu, Jingyu Yang, alpha–Dominance relation and rough sets in interval-valued information systems, Information Sciences, Vol. 294, 2015, pp. 334-347. (SCI: 000346542800024) [18]. Xibei Yang, Yong Qi*, Dongjun Yu, Hualong Yu, Xiaoning Song, Jingyu Yang, Rough set approach to incomplete multiscale Information System, The Scientific World Journal, Vol. 2014, 2014, 15 pages. (SCI:000343582100001) [19]. Jingjing Song, Xibei Yang*, Xiaoning Song, Hualong Yu, Jingyu Yang, Hierarchies on fuzzy information granulations: A knowledge distance based lattice approach, Journal of Intelligent and Fuzzy Systems, Vol. 27, No. 3, 2014, pp. 1107-1117. (SCI: 000341926700004) [20]. Hengrong Ju, Xibei Yang*, Xiaoning Song, Yunsong Qi, Dynamic updating multigranulation fuzzy rough set: approximations and reducts, International Journal of Machine Learning and Cybernetics, Vol. 5, No. 6, 2014, pp. 981-990. (SCI: 000348041000015)

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