曲阜师范大学信息技术与传播学院导师介绍:郑春厚
通信地址:山东日照曲阜师范大学信息技术与传播学院 邮编:276826 E-mail: zhengch99@
通信地址:山东日照曲阜师范大学信息技术与传播学院
邮编:276826
E-mail: zhengch99@126.com
基本信息
郑春厚,男,1973年生,山东沂水人,博士后,教授、硕士生导师,中国电子学会高级会员,IEEEMember。现为信息技术与传播学院图书馆学硕士生导师。
学习及工作经历
1991年9月-1995年7月在曲阜师范大学物理系学习,获理学学士学位。
1998年9月-2001年7月在曲阜师范大学学习,获控制理论与控制工程硕士学位。
2003年9月-2006年7月在中国科学技术大学学习,获模式识别与智能系统博士学位。
1995年7月至今在曲阜师范大学信息技术与传播学院任教。
2007年2月-2009年5月在中国科学院合肥物质科学研究院做博士后研究。
2009年7月-2010年7月在香港理工大学做博士后研究
教学领域
讲授“数字图像处理”、“数字电路与逻辑设计”、“模拟电路”、“现代信息处理(研究生)”、“数据挖掘(研究生)”等课程。
研究方向
目前主要从事智能信息处理、信息计量学等方面的研究工作。
研究成果
近年来,在《IEEE/ACMTransactionsonComputationalBiologyandBioinformatics》、《IEEETransactionsonInformationTechnologyinBiomedicine》、《Bioinformatics》、《NeuralComputation》、《PatternRecognition》、《中国图书馆学报》、《图书情报工作》等国内外重要学术刊物与国际会议论文集发表论文60余篇,其中21篇被SCI检索,12篇被CSSCI检索。作为项目负责人,主持完成国家自然科学基金1项、中国博士后科学基金项目(一等资助)1项、中国科学院知识创新工程重要方向项目一项,主持山东省中青年科学家奖励基金项目一项,参与“973”课题1项。主编教材两部。2007年12月获中国科学院王宽诚博士后工作奖,2010年11月获安徽省科学技术奖自然科学类一等奖(第二完成人)。
近年来,先后多次应邀到韩国、香港等国家或地区及多个国际、国内学术会议进行学术交流活动。应邀担任国际学术会议“InternationalConferenceonIntelligentComputing”ICIC07、ICIC08、ICIC10程序委员会委员,并主持分组会议。近期发表的论文:
JournalPapers
Chun-HouZheng,LeiZhang,To-YeeNg,ChiKeungShiu,andDe-ShuangHuang,“Molecularpatterndiscoverybasedonpenalizedmatrixdecomposition,”IEEE/ACMTransactionsonComputationalBiologyandBioinformatics(Accepted).
Chun-HouZheng,LeiZhang,To-YeeNg,andChiKeungShiu,“Metasamplebasedsparserepresentationfortumorclassification,”IEEE/ACMTransactionsonComputationalBiologyandBioinformatics(Accepted).
Chun-HouZheng,Yan-Wen.Chong,Hong-QiangWang,“Geneselectionusingindependentvariablegroupanalysisfortumorclassification,”NeuralComputingandApplications,20(2),pp.161-170,2011.
BoLi,Chun-HouZheng,De-ShuangHuang,LeiZhang,andKyungsookHan,“Geneexpressiondataclassificationusinglocallylineardiscriminantembedding,”ComputersinBiologyandMedicine,40(10),pp.802-810,2010.
Chun-HouZheng,De-ShuangHuang,LeiZhang,andXiang-ZhenKong,“Tumorclusteringusingnon-negativematrixfactorizationwithgeneselection,”IEEETransactionsonInformationTechnologyinBiomedicine,13(4),pp.599-607,2009.
Hong-QiangWang,Hai-LongZhu,Chun-HouZheng,et.al.,“Miningproteinregulatoryrelationshipsusingneuralnetworkmethodsforearlypredictionofsars,”JournalofCircuitsSystemsandComputers,18(8),pp.1397-1407,2009.
Chun-HouZheng,De-ShuangHuang,Xiang-ZhenKong,andXing-MingZhao“Geneexpressiondataclassificationusingconsensusindependentcomponentanalysis,”GenomicsProteomics&Bioinformatics,6(2),pp.74-82,2008.
Chun-HouZheng,De-ShuangHuang,KangLi,GeorgeIrwin,andZhan-LiSun,“MISEPmethodforpost-nonlinearblindsourceseparation,”NeuralComputation,19(9),pp.2557-2578,2007.
BoLi,Chun-HouZheng,andDe-ShuangHuang,“Locallylineardiscriminantembedding:Anefficientmethodforfacerecognition,”PatternRecognition,41,pp.3813-3821,2008.
De-ShuangHuang,andChun-HouZheng,“Independentcomponentanalysisbasedpenalizeddiscriminantmethodfortumorclassificationusinggeneexpressiondata,”Bioinformatics,22(15),pp.1855–1862,2006.
Chun-HouZheng,YanChen,Xiu-XiaLi,Yi-XueLi,andYun-PingZhu,“Tumorclassificationbasedonindependentcomponentanalysis,”InternationalJournalofPatternRecognitionandArtificialIntelligence,20(2),pp.297-310,2006.
Chun-HouZheng,De-ShuangHuang,andLiShang,“Featureselectioninindependentcomponentsubspaceformicroarraydataclassification,”Neurocomputing,69(16-18),pp.2407-2410,2006.
LiShang,De-ShuangHuang,Ji-XiangDu,andChun-HouZheng,“PalmprintrecognitionusingFastICAalgorithmandradialbasisprobabilisticneuralnetwork,”Neurocomputing,69(13-15),pp.1782-1786,2006.
Chun-HouZheng,De-ShuangHuang,Zhan-LiSun,MichaelR.Lyu,andTat-MingLok,“Nonnegativeindependentcomponentanalysisbasedonminimizingmutualinformationtechnique,”Neurocomputing,69(7-9),pp.878-883,2006.
Zhan-LiSun,De-ShuangHuang,Chun-HouZheng,andLiShang,“OptimalselectionoftimelagsforTDSEPbasedongeneticalgorithm,”Neurocomputing,69(7-9),pp.884-887,2006.
LiShang,De-ShuangHuang,Chun-HouZheng,andZhan-LiSun,“Noiseremovalusinganovelnon-negativesparsecodingshrinkagetechnique,”Neurocomputing,69(7-9),pp.874-877,2006.
Zhan-LiSun,De-ShuangHuang,Chun-HouZheng,andLiShang,“Usingbatchalgorithmforkernelblindsourceseparation,”Neurocomputing,69(1-3),pp.273-278,2005.
尚丽,郑春厚,“非负稀疏编码收缩法的自然图像消噪,”中国科学技术大学学报.36(5),497-501,2006.
尚丽,郑春厚,“基于稀疏编码的自然图像特征提取及去噪,”系统仿真学报,17(7),pp.1782-1784,2005.
朱志华,韩飞,郑春厚,戎铁华,黄德双,“极端学习机与支持向量机在早期非小细胞肺癌预后预测的比较研究,”模式识别与人工智能,18(5),pp.636-640,2005.
谢丽娟,郑春厚,“美国高校图书馆社会服务发展现状及启示,”中国图书馆学报,35(180),pp.93-97,2009.
岳增慧,郑春厚,“中美高校图书馆网络空间链接特征的比较研究,”情报科学(录用).
范少萍,郑春厚,“知识网格环境下用户模型的构建,”图书情报工作(录用).
ConferencePapers
Chun-HouZheng,JuanWang,To-YeeNg,andChiKeungShiu,“Tumorclusteringbasedonpenalizedmatrixdecomposition,”4thInternationalConferenceonBioinformaticsandBiomedicalEngineering(iCBBE),Chengdu,China,June18-20,2010,pp.1-4.
Chun-HouZheng,LeiZhang,To-YeeNg,ChiKeungShiu,andShulinWang,“InferringtheTranscriptionalmodulesusingpenalizedmatrixdecomposition,”ICIC2010.LectureNotesinArtificialIntelligence,Springer-Verlag,6162,pp.35-41,2010.
Chun-HouZheng,PingZhang,LeiZhang,Xin-XinLiu,andJuHan,“Geneexpressiondataclassificationbasedonnon-negativematrixfactorization,”ProceedingsofInternationalJointConferenceonNeuralNetworks,Atlanta,Georgia,USA,June14-19,2009,pp.3542-3547.
Chun-HouZheng,Feng-LingWu,BoLi,andJuanWang,“ConstrainedMaximumVarianceMappingforTumorClassification,”ICIC2009,LectureNotesinComputerScience,Springer-Verlag,5754,pp.102-111,2009.
MinXu,Chun-HouZheng,LeiZhang,andTo-YeeNg,“Tumorclassificationviasparserepresentationbasedonmetasample,”InternationalSymposiumonKnowledgeAcquisitionandModeling(KAM2009),pp.31-34,2009.
Chun-HouZheng,BoLi,LeiZhang,andHong-QiangWang,“Locallylineardiscriminantembeddingfortumorclassification,”ICIC2008,LectureNotesinArtificialIntelligence,Springer-Verlag,5227,pp.1093-1100,2008.
Chun-HouZheng,LeiZhang,BoLi,andMinXu,“Geneexpressiondataclassificationusingindependentvariablegroupanalysis,”ISNN2008,LectureNotesinComputerScience,Springer-Verlag,5264,pp.243-252,2008.
Xiang-ZhengKong,Chun-HouZheng,Yu-QiangWu,andYutianWang,“Improvingtumorclusteringbasedongeneselection,”ICIC2008,LectureNotesinComputerScience,Springer-Verlag,5226,pp.39-46,2008.
Qing-KuiMan,andChun-HouZheng,“Recognitionofplantleavesusingsupportvectormachine”ICIC2008,CommunicationsinComputerandInformationScience,Springer-Verlag,15,pp.192-199,2008.
PingZhang,Chun-HouZheng,BoLi,andChang-GangWen,“Tumorclassificationusingnon-negativematrixfactorization,”ICIC2008,CommunicationsinComputerandInformationScience,Springer-Verlag,15,pp.236-243,2008.
Feng-YanLin,Chun-HouZheng,Xiao-FengWang,andQing-KuiMan,“MultipleclassificationofplantleavesbasedongabortransformandLBPoperator,”ICIC2008,CommunicationsinComputerandInformationScience,Springer-Verlag,15,pp.432-439,2008.
Hua-JianWang,Chun-HouZheng,andLi-HuaZhang,“Mutualinformationbasedapproachfornonnegativeindependentcomponentanalysis,”ICIC2007,LectureNotesinComputerScience,Springer-Verlag,4682,pp.234-244,2007.
Xiang-ZhengKong,Chun-HouZheng,Yu-QiangWu,andLiShang,“Molecularcancerclassdiscoveryusingnon-negativematrixfactorizationwithsparsenessconstraint,”LectureNotesinComputerScience,Springer-Verlag,4681,pp.792-802,2007.
Chun-HouZheng,Zhi-KaiHuang,MichaelR.Lyu,andTat-MingLok,“Nonlinearblindsourceseparationusinghybridneuralnetworks,”LectureNotesinComputerScience,Springer-Verlag,3971,PP.1160-1170,2006.
Chun-HouZheng,LiShang,YanChen,andZhi-KaiHuang,“Penalizedindependentcomponentdiscriminantmethodfortumorclassification”LectureNotesinBioinformatics,Springer-Verlag,4115,pp.494-503,2006.
Zhi-KaiHuang,Chun-HouZheng,Ji-XiangDu,andYuan-YuanWan,“Barkclassificationbasedontexturalfeaturesusingartificialneuralnetworks,”LectureNotesinComputerScience,Springer-Verlag,3972,pp.355-360,2006.
Chun-HouZheng,De-ShuangHuang,Zhan-LiSun,andLiShang,“Post-nonlinearblindsourceseparationusingneuralnetworkswithsandwichedstructure,”LectureNotesinComputerScience,Springer-Verlag,3497,pp.478-483,2005.
LiShang,De-ShuangHuang,Chun-HouZheng,andZhan-LiSun,“Imagefeatureextractionbasedonanextendednonnegativesparsecodingneuralnetworkmodel,”LectureNotesinComputerScience,Springer-Verlag,3497,pp.807-812,2005.
LiShang,De-ShuangHuang,Chun-HouZheng,andZhan-LiSun,“Naturalimagecompressionusinganextendednon-negativesparsecodingneuralnetworktechnique,”The2005InternationalJointConferenceonNeuralNetworks(IJCNN2005),Montreal,Quebec,Canada,pp.1866-1871,2005.
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