華中農(nóng)業(yè)大學(xué)理學(xué)院導(dǎo)師介紹:陳洪
分類(lèi):導(dǎo)師信息 來(lái)源:中國(guó)考研網(wǎng) 2015-07-17 相關(guān)院校:華中農(nóng)業(yè)大學(xué)
陳洪,男,博士,華中農(nóng)業(yè)大學(xué)副教授,碩士生導(dǎo)師,湖北省優(yōu)秀博士論文獲得者。兼任美國(guó)數(shù)學(xué)評(píng)論評(píng)論員,湖北省工業(yè)與應(yīng)用數(shù)學(xué)學(xué)會(huì)理事,擔(dān)任IEEETransactionsonNeuralNetworksandLearningSystem,PatternRecognition,JournalofMathematicalAnalysisandApplications,ArtifficialIntelligenceinMedicine,AppliedMathematicsLetters,NeuralProcessingLetters,Neurocomputing等期刊審稿人。
主要研究領(lǐng)域?yàn)榻y(tǒng)計(jì)學(xué)習(xí)理論、逼近論和機(jī)器學(xué)習(xí),近期研究興趣為面向復(fù)雜數(shù)據(jù)的排序?qū)W習(xí)算法設(shè)計(jì)、理論分析和應(yīng)用研究。在教學(xué)上主講本科生課程微積分C、線(xiàn)性代數(shù)、數(shù)據(jù)挖掘,主講研究生課程數(shù)據(jù)挖掘與建模等。先后主持國(guó)家自然科學(xué)基金青年基金、校優(yōu)秀人才培育項(xiàng)目(B類(lèi))、校創(chuàng)新團(tuán)隊(duì)培育項(xiàng)目(B類(lèi))等科研課題多項(xiàng),多次應(yīng)邀訪(fǎng)問(wèn)澳門(mén)大學(xué)、香港城市大學(xué)等。
2011年獲評(píng)為湖北省優(yōu)秀博士論文;2014年獲華中農(nóng)業(yè)大學(xué)教學(xué)質(zhì)量?jī)?yōu)秀二等獎(jiǎng);2013年獲評(píng)華中農(nóng)業(yè)大學(xué)優(yōu)秀班主任;2010年獲評(píng)華中農(nóng)業(yè)大學(xué)教學(xué)質(zhì)量?jī)?yōu)秀三等獎(jiǎng);2007年獲評(píng)湖北省優(yōu)秀碩士論文。
發(fā)表科研論文近30篇,其中作為通訊作者或第一作者發(fā)表SCI收錄論文20篇,包括IEEETransactionsonNeuralNetworksandLearningSystem,IEEETransactionsonCybernetic,NeuralComputation,NeuralNetworks,JournalofApproximationTheory等知名期刊。
代表論文:
[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.
聯(lián)系電話(huà):027-87282425 E-mail:chenh@mail.hzau.edu.cn
熱門(mén)網(wǎng)課