代建华 :湖南师范大学信息科学与工程学院院长

更新时间:2024-09-21 08:32

代建华,男,教授,博士生导师。中国人工智能学会粒计算与知识发现专业委员会常务委员,中国人工智能学会人工智能基础专业委员会委员,中国图象图形学学会视觉感知与智能系统专业委员会委员。在IEEE Transactions on Fuzzy Systems, IEEE Transactions on Cybernetics,IEEE Transactions on Industrial Informatics, Information Sciences, Applied Soft Computing, Knowledge-Based Systems, Fuzzy Sets and Systems, Soft Computing,中国科学,计算机学报,软件学报等期刊及AAAI等相关学术会议发表论文数十篇,获国家发明专利多项。承担国家自然科学基金项目、国家863项目、国家科技支撑课题等项目。研究方向包括人工智能大数据、机器学习、软计算、数据挖掘、不确定推理、粗糙集理论、智能信息处理等。

现任湖南师范大学信息科学与工程学院院长。

个人经历

国家自然科学基金评议专家。中国科学、计算机学报等学术期刊评审专家。曾任中国第九届粗糙集与软计算学术会议程序委员主席,中国粗糙集与软计算学术会议、中国数据挖掘学术会议程序委员会委员。主持或参与国家自然科学基金项目、国家863项目等。

现任湖南师范大学信息科学与工程学院院长。

研究方向

人工智能、数据挖掘、机器学习、粗糙集理论、演化计算、生物信息学处理、认知科学等。

主要贡献

Jianhua Dai. Rough set approach to incomplete numerical data. Information Sciences, vol.241, pp. 43-57, 2013 [PDF][Bibtex]

Jianhua Dai, Haowei Tian. Entropy measures and granularity measures for set-valued information systems. Information Sciences, vol.240, pp. 72-82, 2013 [PDF][Bibtex]

Jianhua Dai, Haowei Tian, Wentao Wang, Liang Liu. Decision rule mining using classification consistency rate. Knowledge-Based Systems. vol.43, pp. 95-102, 2013 [PDF] [Bibtex]

Jianhua Dai, Qing Xu. Attribute selection based on information gain ratio in fuzzy rough set theory with application to tumor classification. Applied Soft Computing, Vol.13, No.1, pp. 211-221, 2013 [PDF] [Bibtex]

Jianhua Dai, Wentao Wang, Haowei Tian, Liang Liu. Attribute Selection Based on A New Conditional Entropy for Incomplete Decision Systems. Knowledge-BaSED Systems. Vol. 39, pp 207-213, 2013 [PDF] [Bibtex]

Jianhua Dai, Qing Xu. Approximations and uncertainty measures in incomplete information systems. Information Sciences, Vol.198, pp. 62-80, 2012 [PDF] [Bibtex]

Jianhua Dai, Wentao Wang, Qing Xu, Haowei Tian. Uncertainty measurement for interval-valued decision systems based on extended conditional entropy. Knowledge-Based Systems. Vol. 27, pp.443-450, 2012 [PDF] [Bibtex]

Jianhua Dai, Qing Xu, Wentao Wang, Haowei Tian. Conditional entropy for incomplete decision systems and its application in data mining. International Journal of General Systems, 2012, 41(7):713-728. [Bibtex]

Jianhua Dai. Rough 3-valued algebras. Information Sciences, Vol. 178, No. 8, 2008, pp 1986-1996 [PDF] [Bibtex]

Ping Jia, Jianhua Dai, et al. Immune Algorithm for Discretization of Decision Systems in Rough Set Theory. Journal of Zhejiang University SCIENCE A, V奥林匹克里昂女子足球队7, No.4, 2006, p602-606

Jianhua Dai, Weidong Chen, Yunhe pan A Minimal Axiom Group of Rough Set Based on Quasi-ordering. Journal of Zhejiang University SCIENCE, Vol. 5, No.7, 2004, p810-815

Jian-Hua Dai, Yuanxiang Li. Hybrid genetic algorithm for reduct of attributes in decision system based on rough set theory. Wuhan University Journal of Natural Sciences, vol.7. No.3, 2002, p285-289

代建华. 粗代数与三值Lukasiewicz代数. 计算机学报, Vol.30, No. 2, 2007, p161-167 [PDF]

代建华, 潘云鹤. 粗代数研究, 软件学报, Vol.16, No.7, 2005, p1197-1204 [PDF]

代建华. 利用分子格对粗糙集理论进行推广. 计算机学报, Vol.27, No.10, 2004, p1436-1440 [PDF]

代建华, 潘云鹤. 一种基于分类一致性的决策规则获取算法 控制与决策, Vol.19, No.10, 2004, p1086-1090 [PDF]

代建华, 潘云鹤. 相似关系粗糙集理论的一个极小公理组. 复旦学报, Vol.43, No.5, 2004, p856-859 [PDF]

代建华, 李元香 粗糙集中属性约简的一种启发式遗传算法. 西安交通大学学报, Vol.36, No. 12, 2002, p1286-1290 [PDF]

参考资料

院长 代建华.湖南师范大学信息科学与工程学院.2022-03-08

浙江大学.mypage.zju.edu.cn.2019-07-07

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