Data Mining with R learning by case studies.pdf

Data Mining with R learning by case studies.pdf

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时间:2019-03-01

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1、DataMiningwithRLearningwithCaseStudiesChapman&Hall/CRCDataMiningandKnowledgeDiscoverySeriesSERIESEDITORVipinKumarUniversityofMinnesotaDepartmentofComputerScienceandEngineeringMinneapolis,Minnesota,U.S.AAIMSANDSCOPEThisseriesaimstocapturenewdevelopments

2、andapplicationsindataminingandknowledgediscovery,whilesummarizingthecomputationaltoolsandtechniquesusefulindataanalysis.Thisseriesencouragestheintegrationofmathematical,statistical,andcomputationalmethodsandtechniquesthroughthepublicationofabroadrangeo

3、ftextbooks,referenceworks,andhand-books.Theinclusionofconcreteexamplesandapplicationsishighlyencouraged.Thescopeoftheseriesincludes,butisnotlimitedto,titlesintheareasofdataminingandknowledgediscoverymethodsandapplications,modeling,algorithms,theoryandf

4、oundations,dataandknowledgevisualization,dataminingsystemsandtools,andprivacyandsecurityissues.PUBLISHEDTITLESUNDERSTANDINGCOMPLEXDATASETS:BIOLOGICALDATAMININGDATAMININGWITHMATRIXDECOMPOSITIONSJakeY.ChenandStefanoLonardiDavidSkillicornINFORMATIONDISCOV

5、ERYONELECTRONICCOMPUTATIONALMETHODSOFFEATUREHEALTHRECORDSSELECTIONVagelisHristidisHuanLiuandHiroshiMotodaTEMPORALDATAMININGCONSTRAINEDCLUSTERING:ADVANCESINTheophanoMitsaALGORITHMS,THEORY,ANDAPPLICATIONSSugatoBasu,IanDavidson,andKiriL.WagstaffRELATIONAL

6、DATACLUSTERING:MODELS,ALGORITHMS,ANDAPPLICATIONSKNOWLEDGEDISCOVERYFORBoLong,ZhongfeiZhang,andPhilipS.YuCOUNTERTERRORISMANDLAWENFORCEMENTDavidSkillicornKNOWLEDGEDISCOVERYFROMDATASTREAMSJoãoGamaMULTIMEDIADATAMINING:ASYSTEMATICINTRODUCTIONTOCONCEPTSANDTHE

7、ORYSTATISTICALDATAMININGUSINGSASZhongfeiZhangandRuofeiZhangAPPLICATIONS,SECONDEDITIONGeorgeFernandezNEXTGENERATIONOFDATAMININGHillolKargupta,JiaweiHan,PhilipS.Yu,INTRODUCTIONTOPRIVACY-PRESERVINGDATARajeevMotwani,andVipinKumarPUBLISHING:CONCEPTSANDTECHN

8、IQUESBenjaminC.M.Fung,KeWang,AdaWai-CheeFu,DATAMININGFORDESIGNANDMARKETINGandPhilipS.YuYukioOhsawaandKatsutoshiYadaHANDBOOKOFEDUCATIONALDATAMININGTHETOPTENALGORITHMSINDATAMININGCristóbalRomero,SebastianVentura,XindongWuandVipinKumarMyko

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