Springer.Data.Mining.Withputational.Intelligence.Springer.2005

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1、AdvancedInformationandKnowledgeProcessingLipoWang·XiujuFuDataMiningwithComputationalIntelligenceWith72Figuresand65Tables123LipoWangNanyangTechnologicalUniversitySchoolofElectricalandElectronicalEngineeringBlockS1,NanyangAvenue,639798Singapore,Singaporeelpwang@ntu.edu.sgXiu

2、juFuInstituteofHighPerformanceComputing,SoftwareandComputing,SciencePark2,TheCapricornScienceParkRoad01-01117528Singapore,Singaporefuxj@pmail.ntu.edu.sgSeriesEditorsXindongWuLakhmiJainLibraryofCongressControlNumber:200528948ACMComputingClassification(1998):H.2.8.,I.2ISBN-1

3、03-540-24522-7SpringerBerlinHeidelbergNewYorkISBN-13978-3-540-24522-3SpringerBerlinHeidelbergNewYorkThisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation

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5、areliableforprosecutionundertheGermanCopyrightLaw.SpringerisapartofSpringerScience+BusinessMediaspringeronline.com©Springer-VerlagBerlinHeidelberg2005PrintedinGermanyTheuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply,evenintheabsen

6、ceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.Coverdesign:KünkelLopka,HeidelbergTypesetting:CamerareadybytheauthorsProduction:LE-TeXJelonek,Schmidt&VöcklerGbR,LeipzigPrintedonacid-freepaper45/3142/YL-5

7、43210PrefaceNowadaysdataaccumulateatanalarmingspeedinvariousstoragedevices,andsodoesvaluableinformation.However,itisdifficulttounderstandin-formationhiddenindatawithouttheaidofdataanalysistechniques,whichhasprovokedextensiveinterestindevelopingafieldseparatefrommachinelearnin

8、g.Thisnewfieldisdatamining.Datamininghassuccessfullyprovidedsolutionsforfindinginformationf