导师信息#华中农业大学理学院导师介绍#陈洪

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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IEEETransactionsonNeuralNetworksandLearningSystem,PatternRecognition,JournalofMathematicalAnalysisandApplications,ArtifficialIntelligenceinMedicine,AppliedMathematicsLetters,NeuralProcessingLetters,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IEEETransactionsonNeuralNetworksandLearningSystem,IEEETransactionsonCybernetic,NeuralComputation,NeuralNetworks,JournalofApproximationTheory等知名期刊。代表论文：[1]YicongZhou,HongChen*,RushiLan,ZhibinPan.Generalizationperformanceofregularizedrankingwithmultiscalekernels,IEEETransactionsonNeuralNetworksandLearningSystem.[2]HongChen*,JiangtaoPeng,YicongZhou,ZhibinPan.Extremelearningmachineforranking:generalizationanalysisandapplications,NeuralNetworks,53:119—126,2014.[3]HongChen*,LuoqingLi,ZhibinPan.Thegeneralizationabilityofcoefficient-basedregularizedranking,Neurocomputing,133:54—62,2014.[4]HongChen,YiTang,LuoqingLi,YuanYuan,XuelongLi,YuanyanTang.Erroranalysisofstochasticgradientdescentranking.IEEETransactionsonCybernetics,43:898—909,2013.[5]HongChen*,YicongZhou,YuanyanTang,LuoqingLi,ZhibinPan.Convergencerateofsemi-supervisedgreedyalgorithm,NeuralNetworks,44:44—50,2013.[6]HongChen*,ZhibinPan,LuoqingLi,YuanyanTang.Learningratesofcoefficient-basedregularizedclassifierfordensityleveldetection,NeuralComputation,25(4):1107—1121,2013.[7]FangchaoHe,HongChen*.Generalizationperformanceofbipartiterankingalgorithms,JournalofMathematicalAnalysisandApplications,404:528—536,2013.[8]HongChen*,LuoqingLi,ZhibinPan.Learningratesofmulti-kernelregressionbyorthogonalgreedyalgorithm,JournalofStatisticalPlanningandInference,143:276—282,2013.[9]HongChen.Theconvergencerateofaregularizedrankingalgorithm,JournalofApproximationTheory,164:1513—1519,2012.[10]HongChen,LuoqingLi,JiangtaoPeng.Semi-supervisedlearningbasedonhighdensityregionsestimation,NeuralNetworks,23(7):812—818,2010.[11]HongChen,LuoqingLi.Learningratesofmulti-kernelregularizedregression,JournalofStatisticalPlanningandInference,140:2562—2568,2010.[12]HongChen,LuoqingLi.Semi-supervisedmulti-categoryclassificationwithImperfectmodel,IEEETransactionsonNeuralNetworks,20(10):1594—1603,2009.[13]HongChen,LuoqingLi,JiangtaoPeng.Errorboundsofsemisupervisedmulti-graphregularizedclassifiers,InformationSciences,179:1960—1969,2009.联系电话：027-87282425　E-mail：chenh@mail.hzau.edu.cn