陈洪
发布时间:2015-05-18

  陈洪,男,博士,华中农业大学副教授,硕士生导师,湖北省优秀博士论文获得者。兼任美国数学评论评论员,湖北省工业与应用数学学会理事,担任IEEE Transactions on Neural Networks and Learning System, Pattern Recognition, Journal of Mathematical Analysis and Applications, Artifficial Intelligence in Medicine, Applied Mathematics Letters, Neural Processing Letters, Neurocomputing等期刊审稿人。

  主要研究领域为统计学习理论、逼近论和机器学习,近期研究兴趣为面向复杂数据的排序学习算法设计、理论分析和应用研究。在教学上主讲本科生课程微积分C、线性代数、数据挖掘,主讲研究生课程数据挖掘与建模等。先后主持国家自然科学基金青年基金、校优秀人才培育项目(B类)、校创新团队培育项目(B类)等科研课题多项,多次应邀访问澳门大学、香港城市大学等。

  2011年获评为湖北省优秀博士论文;2014年获华中农业大学教学质量优秀二等奖;2013年获评华中农业大学优秀班主任;2010年获评华中农业大学教学质量优秀三等奖;2007年获评湖北省优秀硕士论文。

  发表科研论文近30篇,其中作为通讯作者或第一作者发表SCI收录论文20篇,包括IEEE Transactions on Neural Networks and Learning System, IEEE Transactions on Cybernetic, Neural Computation, Neural Networks, Journal of Approximation Theory等知名期刊 。

  代表论文:

  [1] Yicong Zhou, Hong Chen*, Rushi Lan, Zhibin Pan . Generalization performance of regularized ranking with multiscale kernels, IEEE Transactions on Neural Networks and Learning System.

  [2] Hong Chen*, Jiangtao Peng, Yicong Zhou, Zhibin Pan. Extreme learning machine for ranking: generalization analysis and applications, Neural Networks, 53: 119—126, 2014.

  [3]Hong Chen*, Luoqing Li, Zhibin Pan. The generalization ability of coefficient-based regularized ranking, Neurocomputing, 133: 54—62, 2014.

  [4] Hong Chen, Yi Tang, Luoqing Li, Yuan Yuan, Xuelong Li, Yuanyan Tang. Error analysis of stochastic gradient descent ranking. IEEE Transactions on Cybernetics, 43:898—909, 2013.

  [5] Hong Chen*, Yicong Zhou, Yuanyan Tang, Luoqing Li, Zhibin Pan. Convergence rate of semi-supervised greedy algorithm, Neural Networks, 44: 44—50, 2013.

  [6]Hong Chen*, Zhibin Pan, Luoqing Li, Yuanyan Tang. Learning rates of coefficient-based regularized classifier for density level detection, Neural Computation, 25(4): 1107—1121, 2013.

  [7]Fangchao He, Hong Chen*. Generalization performance of bipartite ranking algorithms, Journal of Mathematical Analysis and Applications, 404: 528—536, 2013.

  [8]Hong Chen*, Luoqing Li, Zhibin Pan. Learning rates of multi-kernel regression by orthogonal greedy algorithm, Journal of Statistical Planning and Inference, 143: 276—282, 2013.

  [9]Hong Chen. The convergence rate of a regularized ranking algorithm, Journal of Approximation Theory, 164: 1513—1519, 2012.

  [10]Hong Chen, Luoqing Li, Jiangtao Peng. Semi-supervised learning based on high density regions estimation, Neural Networks, 23(7): 812—818, 2010.

  [11]Hong Chen, Luoqing Li. Learning rates of multi-kernel regularized regression, Journal of Statistical Planning and Inference, 140: 2562—2568, 2010.

  [12] Hong Chen, Luoqing Li. Semi-supervised multi-category classification with Imperfect model, IEEE Transactions on Neural Networks, 20(10): 1594—1603, 2009.

  [13] Hong Chen, Luoqing Li, Jiangtao Peng. Error bounds of semisupervised multi-graph regularized classifiers, Information Sciences, 179: 1960—1969, 2009.

  联系电话:027-87282425  E-mail:chenh@ mail.hzau.edu.cn

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