陈锦坤

作者: 时间:2020-04-06 点击数:

陈锦坤,男,汉族,1979年6月生,博士,副教授。2003年和2006年在西南交通大学理学院数学系分别获得理学学士和硕士学位。2006年6月至今在闽南师范大学数学与统计学院任教。主要承担数学建模、数学实验和统计软件应用等专业课程,熟悉Matlab和SPSS等软件。目前主要从事粗糙集理论与形式概念分析等的研究工作。参与国家自然科学基金和国家青年科学基金各2项。主持福建省自然科学基金、福建省资助省属高校科研项目和福建省教育厅A类项目各1项。近几年在《Fuzzy Sets and Systems》,《Information Sciences》,《Knowledge-Based Systems》,《Neurocomputing》,《Applied Soft Computing》,《International Journal of Machine Learning and Cybernetics》和《计算机学报》等国内外期刊发表学术论文30余篇,其中被SCI收录20余篇。

附:近几年年发表的论文:

[1] Chen J.K., Mi J.S,Lin Y.J.A graph approach for fuzzy-rough feature selection,Fuzzy Sets and Systems, 2019, doi.org/10.101 6/j.fss.2019.07.014. (大类1区)

[2] Chen J.K,Mi J.S, Xie B., Lin Y.J. A fast attribute reduction method for large formal decision contexts, International Journal of Approximate Reasoning, 2019, 106: 1-17.(大类3区)

[3] Chen J.K., Mi J.S,Lin Y.J.A graph approach for knowledge reduction in formal contexts, Knowledge-Based Systems, 2018, 148: 177-188. (大类2区)

[4] Chen J.K., Lin Y.J., Li J.J., Lin G.P. et al.A rough set method for the minimum vertex cover problem of graphs. Applied Soft Computing, 2016,42: 360-367.(大类2区)

[5] Chen J.K., Lin Y.J., Lin G.P., Li J.J. et al. Therelationship between attribute reducts in rough sets and minimalvertex covers of graphs. Information Sciences, 2015, 325: 87-97.(大类2区)

[6] Chen J.K., Li J.J., Lin Y.J., Lin G.P.Relations of reduction between covering generalized rough sets and concept lattices. Information Sciences, 2015, 304: 16-27.(大类2区)

[7] Chen J.K., Li J.J., Lin Y.J..Computing connected components of simple undirected graphs based on generalized rough sets. Knowledge-Based Systems, 2013, 37: 80-85.(大类2区)

[8] Chen J.K., Li J.J., Lin Y.J.On the structure of definable sets in covering approximation spaces.International Journal of Machine Learning and Cybernetics, 2013, 4: 195-206.(大类3区)

[9] Chen J.K, Li J.J. An application of rough sets to graph theory. Information Sciences, 2012, 201:114-127.(大类2区)

[10] Lin Y.J, Li J.J, Lin P.R, Lin G.P, Chen J.K. Feature selection via neighborhood multi-granulation fusion. Knowledge-Based Systems, 2014, 67: 162-168.(大类2区)

[11] Lin Y.J, Li J.J, Lin M.L, Chen J.K. A new nearest neighbor classifier via fusing neighborhood information. Neurocomputing, 2014, 143: 164-169.(大类2区)

[12] Lin Y.J, Hu Q.H, Liu J.H, Chen J.K, Duan J. Multi-label feature selection based on neighborhood mutual information. Applied Soft Computing, 2016,38: 244-1256.(大类2区)

[13]李进金,张燕兰,吴伟志,陈锦坤.形式背景与协调决策形式背景属性约简与概念格生成.计算机学报, 2014, 37 (8): 1768-1774. (EI)

[14]谭安辉,李进金,陈锦坤,林国平.图支配集问题的粗糙集属性约简方法.模式识别与人工智能, 2015, 28 (6): 507-512. (一级刊物)

附:主持和参与的科研项目:

1.基于超图顶点覆盖方法的高维数据属性约简研究,福建省自然科学基金项目,2016.4-2019.4,已结题持. (2016J01314)

2.概念格的属性约简理论与方法研究,福建省资助省属高校科研项目,2013.06-2016.06,支持,已结题. (JK2013027)

3.覆盖粗糙集方法在图的最小顶点覆盖问题中的应用研究,福建省教育厅A类科技项目,2013.06-2016.06,主持,已结题. (JA13202)

4.基于覆盖粗糙集的网络拓扑图中最小顶点覆盖问题的研究,国家自然科学基金面上项目,2014.01-2017.12,参与(排名第3). (61379021)

5.基于多数据源协同学习方法的方剂组配规律研究,国家自然科学基金青年科学基金项目,2014.01-2017.12,参与. (71140004)


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