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1、GraphicalModelsGraphicalModels:RepresentationsforLearning,ReasoningandDataMining,SecondEditionCBorgelt,MSteinbrecherandRKrus©2009,JohnWiley&Sons,LtdISBN:978-0-470-72210-7WileySeriesinComputationalStatisticsConsultingEditors:PaoloGiudiciUniversityofPavia,ItalyGeofH.GivensColoradoStateUniversity,
2、USABaniK.MallickTexasA&MUniversity,USAWileySeriesinComputationalStatisticsiscomprisedofpracticalguidesandcuttingedgeresearchbooksonnewdevelopmentsincomputationalstatistics.Itfeaturesqualityauthorswithastrongapplicationsfocus.Thetextsintheseriesprovidedetailedcoverageofstatisticalconcepts,method
3、sandcasestudiesinareasattheinterfaceofstatistics,computing,andnumerics.Withsoundmotivationandawealthofpracticalexamples,thebooksshowinconcretetermshowtoselectandtouseappropriaterangesofstatisticalcomputingtechniquesinparticularfieldsofstudy.Readersareassumedtohaveabasicunderstandingofintroducto
4、ryterminology.Theseriesconcentratesonapplicationsofcomputationalmethodsinstatis-ticstofieldsofbioinformatics,genomics,epidemiology,business,engineering,financeandappliedstatistics.GraphicalModelsRepresentationsforLearning,ReasoningandDataMiningSecondEditionChristianBorgeltEuropeanCentreforSoftC
5、omputing,SpainMatthiasSteinbrecher&RudolfKruseOtto-von-GuerickeUniversityMagdeburg,GermanyAJohnWileyandSons,Ltd.,PublicationThiseditionfirstpublished2009c2009,JohnWiley&SonsLtdRegisteredofficeJohnWiley&SonsLtd,TheAtrium,SouthernGate,Chichester,WestSussex,PO198SQ,UnitedKingdomFordetailsofourglobal
6、editorialoffices,forcustomerservicesandforinformationabouthowtoapplyforpermissiontoreusethecopyrightmaterialinthisbookpleaseseeourwebsiteatwww.wiley.com.TherightoftheauthortobeidentifiedastheauthorofthisworkhasbeenassertedinaccordancewiththeCopyright,DesignsandPatentsAct1988.Allrightsreserved.Nopa
7、rtofthispublicationmaybereproduced,storedinaretrievalsystem,ortransmitted,inanyformorbyanymeans,electronic,mechanical,photocopying,recordingorotherwise,exceptaspermittedbytheUKCopyright,DesignsandPatentsAct1988,withoutthepriorperm
