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WenchaoChen,BoChen*,YichengLiu,QianruZhao,MingyuanZhou,SwitchingPoissonGammaDynamicalSystems,toappearinthe29thInternationalJointConferenceonArtificialIntelligence(IJCAI),Yokohama,Japan,July2020.
ZhengjueWang,ChaojieWang,HaoZhang,ZhibinDuan,MingyuanZhou,andBoChen*,Learningdynamichierarchicaltopicgraphwithgraphconvolutionalnetworkfordocumentclassification,InternationalConferenceonArtificialIntelligenceandStatistics(AISTATS2020),Palermo,Sicily,Italy,June2020.
HaoZhang,BoChen*,LongTian,ZhengjueWangandMingyuanZhou,VariationalHetero-EncoderRandomizedGANsforJointImage-TextModeling,inInternationalConferenceonLearningRepresentations(ICLR),AddisAbaba,ETHIOPIA,May2020.
ChaojieWang,BoChen*,SuchengXiao,andMingyuanZhou,ConvolutionalPoissonGammaBeliefNetwork,toappearinInternationalConferenceonMachineLearning(ICML),2019:6515-6525,LongBeach,CA,USA,June2019.[Code]
JinweiWan,BoChen*,BinXu,HongweiLiuandLinJin,ConvolutionalNeuralNetworksforRadarHRRPTargetRecognitionandRejection,EURASIP,2019(1):5,2019.
ChuanDu,BoChen*,HongweiLiuandBinXu,FactorizedDiscriminativeConditionalVariationalAuto-encoderforRadarHRRPTargetRecognition,SignalProcessing,2019(158):176–189.
ZhengjueWang,BoChen*,HaoZhangandHongweiLiu,VariationalProbabilisticGenerativeFrameworkforSingleImageSuper-Resolution,SignalProcessing,2019:92-105.
BinXu,BoChen*,JinweiWan,HongweiLiu,andLinJin,Target-AwareRecurrentAttentionalNetworkforRadarHRRPTargetRecognition,SignalProcessing,2019:268-280.
DandanGuo,BoChen*,HaoZhang,andMingyuanZhou,DeepPoissonGammaDynamicSystems,toappearinAdvancesinNeuralInformationProcessingSystems(NIPS),2018:8442-8452,Montreal,Canada.
HaoZhang,BoChen*,ZhengjueWang,andHongweiLiu,DeepMax-MarginDiscriminantProjection,IEEETransactionsonCybernetics,Vol.49,No.7,2454-2466,July2019.
HaoZhang,BoChen*,DandanGuo,andMingyuanZhou,WHAI:Weibullhybridautoencodinginferencefordeeptopicmodeling,toappearinInternationalConferenceonLearningRepresentations(ICLR),Vancouver,Canada,May2018.[Code]
ChaojieWang,BoChen*,HongweiLiu,andMingyuanZhou,MultimodalPoissonGammaBeliefNetwork,toappearintheThirty-SecondAAAIConferenceonArtificialIntelligence(AAAI),NewOrleans,Lousiana,USA,Feburary2018.[Code]
YulaiCong,BoChen*,HongweiLiu,andMingyuanZhou,DeeplatentDirichletallocationwithtopic-layer-adaptivestochasticgradientRiemannianMCMC,inInternationalConferenceonMachineLearning(ICML),PMLR70:864-873,Sydney,Australia,August2017.
JingChai,BoChen,FanLiu,ZehuaChen,XinghaoDing.Multiple-InstanceFeatureExtractionattheBagandInstanceLevelsUsingtheMaximum-TraceDifferenceCriterion.InformationSciences:2017,385-386,353-377.
YulaiCong,BoChen*,andMingyuanZhou,Fastsimulationofhyperplane-truncatedmultivariatenormaldistributions,BayesianAnalysis,Vol.12,No.4,pp:1017-1037,2017.[Code]
BoFeng,BoChen*andHongweiLiu,RadarHRRPtargetrecognitionwithdeepnetworks,PatternRecognition61,379-393,2017.
MingyuanZhou*,YulaiCong,andBoChen*,Augmentablegammabeliefnetworks,JournalofMachineLearningResearch,17(163),1-44,2016.[Code]
YulaiCong,BoChen*,HongweiLiu,BoJiu.NonparametricBayesianAttributedScatteringCenterExtractionforSyntheticApertureRadarTargets.IEEETransactionsonSignalProcessing,64(18),4723-4736,2016.
JunDing,BoChen*,HongweiLiu,MengyuanHuang,ConvolutionalNeuralNetworkWithDataAugmentationforSARTargetRecognition,IEEEGeoscienceandRemoteSensingLetters,13(3),364-368,2016.
XuefengZhang,BoChen*,HongweiLiu,LeiZuo,andBoFeng,Infinitemax-marginfactoranalysisviadataaugmentation.PatternRecognition52,17-32,2016.
HongweiLiu,BoFeng,BoChen*,LanDu,Radarhigh-resolutionrangeprofilestargetrecognitionbasedonstabledictionarylearning,IETRadar,Sonar&Navigation,10(2),228–237,2016.
MingyuanZhou,YulaiCong,BoChen,ThePoissonGammaBeliefNetwork,AdvancesinNeuralInformationProcessingSystems(NIPS).3025-3033,2015,Montreal,Canada.
JunkunYan,HongweiLiu,BoJiu,BoChen,ZhengLiu,ZhengBao:SimultaneousMultibeamResourceAllocationSchemeforMultipleTargetTracking.IEEETransactionsonSignalProcessing,63(12):3110-3122,2015.(ImpactFactor:3.2)
BoChen,HaoZhang,XuefengZhang,WeiWen,HongweiLiuandJunLiu,Max-MarginDiscriminantProjectionviaDataAugmentation,IEEETransactionsonKnowledgeandDataEngineering,27(7),1964-1976,2015.(ImpactFactor:1.8)
BoJiu,HongweiLiu,XuWang,LeiZhang,YinghuaWang,BoChen,Knowledge-BasedSpatial-TemporalHierarchicalMIMORadarWaveformDesignMethodforTargetDetectioninHeterogeneousClutterZone,IEEETransactionsonSignalProcessing,63(3),543-554,2015.(ImpactFactor:3.2)
JunkunYan,BoJiu,HongweiLiu,BoChen,ZhengBao:PriorKnowledge-BasedSimultaneousMultibeamPowerAllocationAlgorithmforCognitiveMultipleTargetsTrackinginClutter.IEEETransactionsonSignalProcessing,63(2):512-527,2015.(ImpactFactor:3.2)
RaymondJ.Langley,EphraimL.Tsalik,JenniferC.vanVelkinburgh,SethW.Glickman,BrandonJ.Rice,ChunpingWang,BoChen,LawrenceCarin,ArturoSuarez,RobertP.Mohney,DebraH.Freeman,MuWang,JinsamYou,JacobWulff,J.WillThompson,M.ArthurMoseley,StephanieReisinger,BrianT.Edmonds,BrianGrinnell,DavidR.Nelson,DarrellL.Dinwiddie,NeilA.Miller,CarolJ.Saunders,SarahS.Soden,AngelaJ.Rogers,LeeGazourian,LauraE.Fredenburgh,AnthonyF.Massaro,RebeccaM.Baron,AugustineM.K.Choi,G.RalphCorey,GeoffreyS.Ginsburg,CharlesB.Cairns,RonnyM.Otero,VanceG.FowlerJr,EmanuelP.Rivers,ChristopherW.Woods,StephenF.Kingsmore,Anintegratedclinico-me[ant]tabolomicmodelimprovespredictionofdeathinsepsis,ScienceTranslationalMedicine,Vol.5,Issue195,p.195ra95,July,2013.(ImpactFactor:10.8)
BoJiu,HongweiLiu,BoChen,ZhengLiu,WaveformDesignforWidebandRadarTargetRecognitionBasedonEigensubspaceProjection,IETRadar,Sonar&Navigation,7(6),702–709,2013.(ImpactFactor:1.0)
BoChen,GungorPolatkan,GuillermoSapiro,DavidBlei,DavidDunsonandLawrenceCarin,DeepLearningwithHierarchicalConvolutionalFactorAnalysis,IEEETransactionsonPatternAnalysisandMachineIntelligence,35(8),1887-1901,2013.(ImpactFactor:4.908)
BoChen,DavidE.CarlsonandLawrenceCarin,OntheAnalysisofMulti-ChannelNeuralSpikeData,NeuralInformationProcessingSystems(NIPS)2011,Granada,Spain.
BoChen,GuillermoSapiro,GungorPolatkan,DavidDunsonandLawrenceCarin,TheHierarchicalBetaProcessforConvolutionalFactorAnalysisandDeepLearning,InternationalConferenceonMachineLearning,ICML2011,Bellevue,Washington,USA.[onlinevideo:http://techtalks.tv/talks/54368/]
BoChen,GuillermoSapiro,DavidDunson,LawrenceCarin,DeepNetworkswithHierarchicalConvolutionalFactorAnalysis,NeuralInformationProcessingSystems(NIPS)2010WorkshoponDeepLearningandUnsupervisedFeatureLearning,Vancouver,Canada.
BoChen,MinhuaChen,JohnPaisley,AimeeZaas,ChristopherWoods,GeoffGinsburg,AlfredHeroIII,JosephLucas,DavidDunsonandLawrenceCarin.Bayesianinferenceofthenumberoffactorsingene-ex[ant]pressionanalysis:applicationtohumanviruschallengestudies.BMCBioinformatics,Volume11,Number1,552,2010.(ImpactFactor:3.028)
BoChen,JohnPaisleyandLawrenceCarin.SparseLinearRegressionwithBetaProcessPriors,ICASSP2010,Dallas,USA.
JingChai,HongweiLiu,BoChenandZhengBao.Largemarginnearestlocalmeanclassifier.SignalProcessing,Volume90Issue1,January,2010.(ImpactFactor:1.503)
BoChen,HongweiLiu,JingChaiandZhengBao.LargeMarginFeatureWeightingviaLinearProgramming.IEEETransactionsonKnowledgeandDataEngineering,Vol21,No10,1475-1488,2009.(ImpactFactor:2.285)
BoChen,HongweiLiuandZhengBao.OptimizingtheData-dependentKernelunderaUnifiedKernelOptimizationframework.PatternRecognition,41(6),2107-2119,2008.(ImpactFactor:3.172)
BoChen,HongweiLiuandZhengBao.AKernelOptimizationMethodBasedontheLocalizedKernelFisher,PatternRecognition,41(3),1098-1109,2008.(ImpactFactor:3.172)
BoChen,HongweiLiu,LiYuanandZhengBao.AdaptivelySegmentingAngularSectorsforRadarHRRPATR.EURASIPJournalonAppliedSignalProcessing,Volume2008(2008),ArticleID641709,6pages.(ImpactFactor:1.055)
BoChen,HongweiLiuandZhengBao.AnEfficientKernelOptimizationMethodforRadarHigh-resolutionRangeProfileRecognition,EURASIPJournalonAppliedSignalProcessing.Vol.2007,ArticleID49597,10pages,2007.(ImpactFactor:1.055)
BoChen,LiYuan,HongweiLiuandZhengBao.KernelSubclassDiscriminantAnalysis.Neurocomputing,71,455-458,2007.(ImpactFactor:1.595)
BoChen,HongweiLiuandZhengBao.BasisVectorClassifier,SpecialissueofDynamicsofContinuous,DiscreteandImpulsiveSystems,14(s3),23-29,2007.
BoChen,HongweiLiu,ZhengBao.AFusionKernelOptimizationMethod.JournalofXidianUniversity,34(4),509-513,2007.(inChinese)
BoChen,HongweiLiu,ZhengBao.SpeedingupSVMinTestPhase:ApplicationtoRadarHRRPATR.TheProc.ofICONIP’06,Hongkong,China,Vol.4232,811-818,2006,SpringerBerlin.
BoChen,HongweiLiuandZhengBao,AnEfficientKernelOptimizationMethodforHighRangeResolutionProfileRecognition,2006CIEInternationalConferenceonRadar,Shanghai,1-4,2006.
BoChen,HongweiLiuandZhengBao,GeneralKernelOptimizationModelBasedonKernelFisherCriterion,ICNC2006,Xi’an,143-146,SpringerBerlin,2006.
BoChen,HongweiLiu,ZhengBao.AKernelOptimizationMethodBasedontheLocalizedKernelFisherCriterion,ISNN2006,Chengdu,915-921,SpringerBerlin,2006.
BoChen,HongweiLiu,ZhengBao.PCAandKernelPCAforRadarHighRangeResolutionProfilesRecognition.2005IEEEInternationalRadarConferenceinArlington,VirginiaUSA:pp.528-533.
BoChen,HongweiLiu,ZhengBaoandXuefeiCao.AKernelOptimizationAlgorithmBasedonFusionKernelforHighRangeResolutionProfilesRecognition.ACTAELECTRONICASINICA,34(6),1146-1151,2006.(inChinese)
BoChen,HongweiLiuandZhengBao.AnalysisandComparisonofThreeKindsofClassificationBasedDifferentAbsoluteAlignmentMethods.ModernRadar,Vol.28(3),58-62,2006.(inChinese)
BoChen,HongweiLiuandZhengBao.AnHRRPRecognitionMethodBasedonZeroPhaseRepresentation.JournalofXidianUniversity,32(5),657-662,2005.(inChinese)
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