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1、www.aibbt.com艾伯特-专注人工智能AdvancedInformationandKnowledgeProcessingwww.aibbt.com艾伯特-专注人工智能LipoWang·XiujuFuDataMiningwithComputationalIntelligenceWith72Figuresand65Tables123www.aibbt.com艾伯特-专注人工智能LipoWangNanyangTechnologicalUniversitySchoolofElectricalandElectronicalEngineeringBlockS1,NanyangAvenue
2、,639798Singapore,Singaporeelpwang@ntu.edu.sgXiujuFuInstituteofHighPerformanceComputing,SoftwareandComputing,SciencePark2,TheCapricornScienceParkRoad01-01117528Singapore,Singaporefuxj@pmail.ntu.edu.sgSeriesEditorsXindongWuLakhmiJainLibraryofCongressControlNumber:200528948ACMComputingClassificati
3、on(1998):H.2.8.,I.2ISBN-103-540-24522-7SpringerBerlinHeidelbergNewYorkISBN-13978-3-540-24522-3SpringerBerlinHeidelbergNewYorkThisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitat
4、ion,broadcasting,reproductiononmicrofilmorinanyotherway,andstorageindatabanks.DuplicationofthispublicationorpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliableforprosecu
5、tionundertheGermanCopyrightLaw.SpringerisapartofSpringerScience+BusinessMediaspringeronline.com©Springer-VerlagBerlinHeidelberg2005PrintedinGermanyTheuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareex
6、emptfromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.Coverdesign:KünkelLopka,HeidelbergTypesetting:CamerareadybytheauthorsProduction:LE-TeXJelonek,Schmidt&VöcklerGbR,LeipzigPrintedonacid-freepaper45/3142/YL-543210www.aibbt.com艾伯特-专注人工智能PrefaceNowadaysdataaccumulateatanal
7、armingspeedinvariousstoragedevices,andsodoesvaluableinformation.However,itisdifficulttounderstandin-formationhiddenindatawithouttheaidofdataanalysistechniques,whichhasprovokedextensiveinterestindevelopingafieldseparatefrommachinelear
