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11DataMining:ConceptsandTechniques(3rded.)—Chapter1—JiaweiHan,MichelineKamber,andJianPeiUniversityofIllinoisatUrbana-Champaign&SimonFraserUniversity©2012Han,Kamber&Pei.Allrightsreserved.January26,2025DataMining:ConceptsandTechniques2January26,2025DataMining:ConceptsandTechniques23DataandInformationSystems(DAIS:)CourseStructuresatCS/UIUCCoverage:Database,datamining,textinformationsystems,WebandbioinformaticsDataminingIntro.todatawarehousingandmining(CS412:Han—Fall)Datamining:Principlesandalgorithms(CS512:Han—Spring)Seminar:AdvancedTopicsinDatamining(CS591Han—FallandSpring.1creditunit)IndependentStudy:onlyifyouseriouslyplantodoyourPh.D./M.S.ondataminingandtrytodemonstrateyourabilityDatabaseSystems:Introd.todatabasesystems(CS411:KevinChang+SaurabhSinha:SpringandFall)Advanceddatabasesystems(CS511:KevinChangFall’11)TextinformationsystemsTextinformationsystem(CS410ChengXiangZhai:Spring)BioinformaticsIntroductiontoBioInformatics(SaurabhSinha)CS591SeminaronBioinformatics(Sinha:1creditunit)Yahoo!-DAISseminar(CS591DAIS—FallandSpring.1creditunit)4CS412Coverage(Chapters1-10,3rdEd.)CS412Coverage(BK2:2ndEd.)IntroductionDataPreprocessingDataWarehouseandOLAPTechnology:AnIntroductionAdvancedDataCubeTechnologyandDataGeneralizationMiningFrequentPatterns,AssociationandCorrelationsClassificationandPredictionClusterAnalysisCS412Coverage(BK3:3rded.)1.Introduction2.GettingtoKnowYourData3.DataPreprocessing4.DataWarehouseandOLAPTechnology:AnIntroduction5.AdvancedDataCubeTechnology6.MiningFrequentPatterns&Association:BasicConcepts7.MiningFrequentPatterns&Association:AdvancedMethods8.Classification:BasicConcepts9.Classification:AdvancedMethods10.ClusterAnalysis:BasicConcepts11.ClusterAnalysis:AdvancedMethods(CS512)12.OutlierAnalysis(CS512)ThetextbookbookwillbecoveredintwocoursesatCS,UIUCCS412:IntroductiontoDataMining(Fall)[Chapters1-10]CS512:DataMining:PrinciplesandAlgorithms(Spring)[Chaps.11-13]5CS512Coverage(Chapters11,12,13+Mo...