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  • 翟岩慧

    最终学位:博士

    导师类型:博士生导师

  • 电子邮箱:zhaiyh@sxu.edu.cn

    联系电话:0351-7010566

  • 研究方向:数据挖掘、形式概念分析、粗糙集、逻辑推理

  • 个人简介
  • 学术论文
  • 科研项目

翟岩慧,博士,副教授,博士生导师,入选首届山西省“三晋英才”青年优秀人才,山西大学先进青年教师,中国人工智能学会粒计算与知识发现专委会委员。主要研究方向:数据挖掘、形式概念分析、粗糙集、逻辑推理。先后在相关领域发表重要学术论文40余篇,主持国家自然科学面上项目1项,主持并完成国家自然科学青年基金项目1项、山西省自然科学青年基金项目1项,作为骨干成员参与国家自然科学基金项目7项,参与其他基金项目12项,参与出版著作两部。

Yanhui Zhai received the B.S., M.S., and Ph. D. degrees in computer software and theory from Shanxi University, Taiyuan, China, in 2003, 2006, and 2015, respectively.

He is currently an Associate Professor with Shanxi Univerisity, Taiyuan, China. His research interests include data mining, formal concept analysis, and logical reasoning. He has published more than 40 journal and conference papers in the areas of data mining, formal concept analysis and logical reasoning.

[1] 贾楠, 张少霞, 翟岩慧*, 李德玉. 决策蕴涵上的推理规则和推理过程研究, 计算机科学与探索, 2020, 14(2): 344-352

[2] Jing Zhang, Yanhui Zhai*, Deyu Li. Fuzzy decision implications: interpretation within fuzzy decision context, CAAI Transactions on Intelligence Technology, 2020, 4(4): 231-236

[3] Shaoxia Zhang, Deyu Li, Yanhui Zhai, Xiangping Kang. A comparative study of decision implication, concept rule and granular rule, Information Sciences, 2020, 508: 33-49

[4] Chao Zhang, Deyu Li, Yanhui Zhai, Yuanhao Yang. Multigranulation rough set model in hesitant fuzzy information systems and its application in person-job fit, 2019, 10: 717-729

[5] Yanhui Zhai, Deyu Li. Knowledge structure preserving fuzzy attribute reduction in fuzzy formal context, International Journal of Approximate Reasoning, 2019, 115: 209-220

[6] Juan Lu, Deyu Li, Yanhui Zhai, Hexiang, Bai. Belief and plausibility functions of type-2 fuzzy rough sets, International Journal of Approximate Reasoning, 2019, 105: 194-216

[7] Yanhui Zhai, Deyu Li, Kaishe Qu. Fuzzy decision implication canonical basis. International Journal of Machine Learning and Cybernetics, 2018, 9(11): 1909-1917

[8] Yanhui Zhai, Deyu Li, Jing Zhang. Variable decision knowledge representation: A logical description, Journal of Computational Science, 2018, 25: 161-169

[9] Deyu Li, Shaoxia Zhang, Yanhui Zhai*.Method for generating decision implication canonical basis based on true premises, International Journal of Machine Learning and Cybernetics, 2017, 8(1):57–67.

[10] Juan Lu, Deyu Li, Yanhui Zhai, Hua Li, Hexiang Bai. A model for type-2 fuzzy rough sets, Information Sciences, 2016, 328:359-377.

[11] Hua Li, Deyu Li, Yanhui Zhai, Suge Wang, Jing Zhang. A novel attribute reduction approach for multi-label data based on rough set theory, Information Sciences, 2016, 367–368: 827-847.

[12] Chao Zhang, Yanhui Zhai, Deyu Li, Yimin Mu.Steam turbine fault diagnosis based on single-valued neutrosophic multigranulation rough sets over two universes. Journal of Intelligent & Fuzzy Systems, 2016, 31(6):2829-2837

[13] Yanhui Zhai, Deyu Li, Kaishe Qu. Decision implication canonical basis: a logical perspective, Journal of Computer and System Sciences, 2015, 81:208–218.

[14] 翟岩慧, 李德玉, 曲开社. 决策蕴涵规范基, 电子学报, 2015, 43(1):18-23.

[15] Hua Li, Deyu Li, Yanhui Zhai, Suge Wang, Jing Zhang. A variable precision attribute reduction approach in multilabel decision tables, The Scientific World Journal, 2014, 2014:1-7.

[16] Yanhong Li, Deyu Li, Suge Wang, Yanhui Zhai. Incremental entropy-based clustering on categorical data streams with concept drift, Knowledge-Based Systems, 2014, 59:33-47.

[17] Yanhui, Zhai,Deyu, Li,Kaishe, Qu. Decision implications: A logical point of view. International Journal of Machine Learning and Cybernetics, 2014, 5(4): 509-516

[18] 翟岩慧, 李德玉, 曲开社. 形式概念分析的逆向研究.计算机科学与探索, 2014, 12:1511-1516

[19] Yanhui Zhai, Deyu Li, Kaishe Qu. Fuzzy decision implications, Knowledge-Based Systems, 2013, 37(2013):230-236.

[20] Yanhui Zhai, Kaishe Qu. On Characteristics of Information System Homomorphisms, Theory of Computing Systems, 2009, 44(3):414-431.

[21] Kaishe Qu, Yanhui Zhai. Generating complete set of implications for formal contexts, Knowledge-Based Systems, 2008, 21:429-433.

[22] Kaishe Qu, Yanhui Zhai, Jiye Liang. Study of decision implications based on formal concept analysis, International Journal of General Systems, 2007, 36(2):147-156.

[23] 曲开社, 翟岩慧, 梁吉业, 李德玉. 形式概念分析对粗糙集理论的表示及扩展, 软件学报, 2007, 18(9):2174-2182

[24] 曲开社, 翟岩慧. 偏序集、包含度与形式概念分析, 计算机学报, 2006, 29(2):219-226.

[1] 基于决策蕴涵的知识表示和推理研究(No. 61972238), 国家自然科学基金, 2020.01—2023.12, 60万, 主持

[2] 基于形式概念分析的关联数据知识表示与推理研究(No. 62072294), 国家自然科学基金, 2021.01—2024.12, 57万, 第二参与人

[3] 基于标记概念监督的多标记粒计算理论与算法研究(No. 61672331), 国家自然科学基金, 2017.01—2020.12, 62万, 已结题, , 第二参与人

[4] 模糊决策蕴涵理论及其在加权二分网络数据分析中的应用(No. 61303107), 国家自然科学基金, 2014.01—2016.12, 23万, 已结题, 主持

[5] 多标记数据的粒计算理论与算法研究(No. 61272095), 国家自然科学基金, 2013.01—2016.12, 81万, 已结题, 第三参与人

[6] 形式概念分析和粗糙集的融合技术与知识获取研究(No. 61070100), 国家自然科学基金, 2011.01—2013.12, 32万, 已结题, 第二参与人

[7] 多概念格集成与知识获取方法研究(No. 61202018), 国家自然科学基金, 2013.01—2015.12, 23万, 已结题, 第三参与人

[8] 决策蕴涵规范基的多项式生成算法研究(No. 201601D021072), 山西省自然科学基金青年基金, 2016.08—2018.12, 5万, 已结题, 主持

[9] 面向空间数据的粗糙集离散化算法研究(No. 2015021101), 山西省自然科学基金青年基金, 2015.05—2017.12, 3万, 已结题, 第二参与人