CurriculumVitaeAndreasBuja20122VisitingAppointments15VisitingFacultyPh - PDF document

1 CurriculumVitae,AndreasBuja,20122Visitin
CurriculumVitae,AndreasBuja,20122VisitingAppointmentsVisitingFaculty(Ph.D.levelsummerteaching),StanfordUniversity,Summer1997.Consultant,BellCommunicationsResearch,Morristown,NJ,1986(7months).Consultant,BellLaboratories,MurrayHill,NJ,1985(1week).VisitingAssistantProfessor,DepartmentofStatistics,VisitingScientist,StanfordLinearAcceleratorCenter,StanfordUniversity,Stanford,1981{1982.VisitingLecturer,StanfordUniversity,Stanford,California,Summer1980.SupervisedPh.D.Students(asprincipalorco-principaladvisor):DanYang(2012,Wharton,UPenn),RutgersUniversity,Co-advisorwithZongmingMa.ShaunLysen(2009,Wharton,UPenn),Google.KartikGhia(2007,Wharton,UPenn),J.P.Morgan.LishaChen(2006,Wharton,UPenn),YaleUniversity.YiShen(2005,Wharton,UPenn),CityGroup,St.Louis,MO.Young-SeopLee(1999,RutgersUniversity,NewBrunswick),DonggukUniversity,Korea,

2 Co-advisorwithJ.Cabrera.HarryLeung(
Co-advisorwithJ.Cabrera.HarryLeung(1998,RutgersUniversity,NewBrunswick),BaptistUniversity,HongKong,Co-advisorwithJ.Cabrera.DianneCook(1992,RutgersUniversity,NewBrunswick),IowaStateUniversity,Ames,IA,Co-advisorwithJ.Cabrera.CatherineHurley(1987,UniversityofWashington,Seattle),NationalUniversityofIreland,Maynooth,Ireland,Co-AdvisorwithJ.A.McDonald.DeborahDonnell(1987,UniversityofWashington,Seattle),FredHutchinsonCancerResearchCenter,Seattle,Co-advisorwithW.Stuetzle. CurriculumVitae,AndreasBuja,20124PapersSubmittedorUnderRevision:\Sub-typesofRestrictedandRepetitiveBehaviorsinChildrenwithAutismSpec-trumDisorders,"Bishop,S.,Gotham,K.,Huerta,M.,Hus,V.,Duncan,A.,Lund,S.,Buja,A.,Krieger,A.,andLord,C.(submitted).SpecialStatusPapers:\GraphicalInferenceforInfovis,"Wickham,H.,Cook,D.,Hofmann,H.,andBuja,A.,IEEETransactionsonVisualizationandComputerGraphi

3 cs(Proc.InfoVis'10),(Nov.-Dec.)16(6),973
cs(Proc.InfoVis'10),(Nov.-Dec.)16(6),973-979(2010).Bestpaperaward.\Quasi-DarwinianSelectioninMarketingRelationships,"Eyuboglu,N.,andBuja,A.,JournalofMarketing,17(Oct),48-62(2007).SelectedastheJMblogarticleoftheissue,andnalistforJM's2007HaroldH.MaynardAward.\VisualizationMethodologyforMultidimensionalScaling,"Buja,A.,andSwayne,D.F.,JournalofClassication19,7{43(2002).Specialinvitedleadarticle.\GrandTourandProjectionPursuit,"Cook,D.,Buja,A.,andCabrera,J.,JournalofComputationalandGraphicalStatistics4,155{172(1995).JCGSInvitedPaperatthe1995SymposiumontheInterface,Pittsburg.\ProsectionViews:DimensionalInferencethroughSectionsandProjections,"Fur-nas,G.W.,andBuja,A.,JournalofComputationalandGraphicalStatistics,3,323{385(1994).JCGSInvitedPaperatthe1994JointStatisticalMeetings,Toronto,withdiscussion.\AnalysisofAdditiveDependenciesandConcurvitiesU

4 singSmallestAdditivePrinci-palComponents
singSmallestAdditivePrinci-palComponents,"Donnell,D.J.,Buja,A.,andStuetzle,W.,TheAnnalsofStatistics,22,1635{1673(1994).Discussedarticle.\LinearSmoothersandtheAdditiveModel,"Buja,A.,Hastie,T.,andTibshirani,R.,TheAnnalsofStatistics,17,453{555(1989).Discussedleadarticle.RefereedandSolicitedPapers:\WilltheGlobalVillageFractureintoTribes:RecommenderSystemsandtheirEectsonConsumers,"Hosanagar,K.,Fleder,D.M.,Lee,D.,Buja,A.,ManagementScience,toappear(2013). CurriculumVitae,AndreasBuja,20126\DataVisualizationwithMultidimensionalScaling,"Buja,A.,Swayne,D.F.,Littman,M.,Hofmann,H.,andChen,L.,JournalofComputationalandGraphicalStatistics(2008).\BoostedClassicationTreesandClassProbability/QuantileEstimation,"Mease,D.,Wyner,A.J.,andBuja,A.,JournalofMachineLearningResearch,8(Mar),409{439(2007).\ObservationsonBagging,"Buja,A.,andStuetzle,W.,StatisticaSini

5 ca(specialissueonmachinelearning),16(2),
ca(specialissueonmachinelearning),16(2),323{352(2006).\ComputationalMethodsforHigh-DimensionalRotationsinDataVisualization,"Buja,A.,Cook,D.,Asimov,D.,andHurley,C.,HandbookofStatistics,eds.E.J.WegmanandC.R.Rao(2005).\VisualComparisonofDatasetsUsingMixtureDistributions,"Gous,A.,andBuja,A.,JournalofComputationalandGraphicalStatistics,13(1)1{19(2004).\ExploratoryVisualAnalysisofGraphsinGGobi,"Swayne,D.F.,Buja,A.,andTemple-Lang,D.,refereedproceedingsoftheThirdAnnualWorkshoponDistributedStatisticalComputing(DSC2003),Vienna.\GGobi:EvolvingfromXGobiintoanExtensibleFrameworkforInteractiveDataVisualization,"Buja,A.,Lang,D.T.,andSwayne,D.F.,JournalofComputationalStatisticsandDataAnalysis,43(4),423-444(2003).\RobustPhonemeDiscriminationUsingAcousticWaveforms,"Cvetkovic,Z.,Beferull-Lozano,B.,andBuja,A.,ProceedingsofICASSP2002(May2002).\DataMiningCriteria

6 forTree-BasedRegressionandClassicat
forTree-BasedRegressionandClassication,"Buja,A.,andLee,Y.-S.ProceedingsofKDD2001,27{36(2001).\SamplingSchemesforModelVisualization,"Smith,A.J.,Nelder,J.Buja,A.,Ma-lik,Z.,Tweedie,L.,andSpence,R.,JournalofComputationalandGraphicalStatistics,10,545{554(2001).\XGobi:InteractiveDynamicDataVisualizationintheXWindowSystem,"Swayne,D.F.,Cook,D.,andBuja,A.,JournalofComputationalandGraphicalStatistics,7,113{130(1998).\MissingDatainInteractiveHigh-DimensionalDataVisualization,"Swayne,D.F.,andBuja,A.,ComputationalStatistics,13(1998).\ManualControlsforHigh-DimensionalDataProjections,"Cook,D.,andBuja,A.,JournalofComputationalandGraphicalStatistics,6,464{480(1997).\InteractiveHigh-DimensionalDataVisualization,"Buja,A.,Cook,D.,andSwayne,D.,JournalofComputationalandGraphicalStatistics,5,78{99(1996).\WhatCriterionforaPowerAlgorithm?"in:RobustStatistics,Da

7 taAnalysisandComputerIntensiveMethods;Fe
taAnalysisandComputerIntensiveMethods;FestschriftontheOccasionofPeterJ.Huber's60'thBirthday,H.Rieder(ed.),SpringerLectureNotesinStatistics,109(1996). CurriculumVitae,AndreasBuja,20128On\BoostingAlgorithms:Regularization,PredictionandModelFitting,"byBuhlmann,P.,andHothorn,T.,StatisticalScience,22(4),506-512(2007).On\Tukey'sPaperAfter40Years,"byMallows,C.,Technometrics,48(3),327-330(2006).On\ExploratoryDataAnalysisforComplexModels,"byGelman,A.,JournalofComputationalandGraphicalStatistics,13(4),780{784(2004).On\AdditiveLogisticRegression:AStatisticalViewofBoosting,"byFriedman,J.H.,Hastie,T.,andTibshirani,R.,TheAnnalsofStatistics,28,387{391(2000).On\InteractiveGraphicalMethodsintheAnalysisofCustomerPanelData,"byKoschat,M.,andSwayne,D.,JournalofBusinessandEconomicsStatistics(1996).On\TheUseofPolynomialSplinesandtheirTensorProductsinMultivariateF

8 unctionEstimation,"byStone,Ch.J.,TheAnna
unctionEstimation,"byStone,Ch.J.,TheAnnalsofStatistics,22,171{176(1994).On\MultivariateAdaptiveRegressionSplines,"byJ.H.Friedman,(Buja,A.,Duy,D.,Hastie,T.,andTibshirani,R.)TheAnnalsofStatistics,19,93{98(1991).On\OMEGA:OnlineMultivariateExploratoryGraphicalAnalysis,"byWeihs,C.,andSchmidli,H.,(Buja,A.,andHurley,C.B.),StatisticalScience,5,208{211(1990).On\GraphicalPerception:TheVisualDecodingofQuantitativeInformationonGraph-icalDisplaysofData,"byCleveland,W.S.,andMcGill,R.,JournaloftheRoyalSta-tisticalSociety,SeriesA,150,215{216(1987).On\ComputersinStatisticalResearch,"byW.Eddyetal.(Buja,A.,Fowlkes,E.B.,Kettenring,J.R.),StatisticalSciences,1,440{442(1986).On\ProjectionPursuit,"byHuber,P.J.,(Buja,A.,andStuetzle,W.),TheAnnalsofStatistics,13,484{490(1985).On\EstimatingOptimalTransformationsforMultipleRegressionandCorrelation,"byBreiman,L.,and

9 Friedman,J.H.,(Buja,A.,andKass,R.E.),Jou
Friedman,J.H.,(Buja,A.,andKass,R.E.),JournaloftheAmericanStatisticalSociety,80,602{607(1985).Interviews:\InterviewwithAndreasBuja,"Symanzik,J.,ComputationalStatistics,23,177-184(2008).\AConversationwithPeterHuber,"Buja,A.,andKunsch,H.R.,StatisticalScience,Vol.23,No.1,120-135(2008).Bookchapter:\GrandTours,ProjectionPursuitGuidedTours,andManualControls,"Cook,Di-anne,Buja,A.,Lee,E.-K.,Wickham,H.,inHandbookofDataVisualization,eds.Chen,Ch.-H.,Hardle,W.,Unwin,A.Springer:HeidelbergandBerlin,295-314(2008). CurriculumVitae,AndreasBuja,201210ReportsforFoundationandCompanyProjects:\DierentWorlds:DoRecommenderSystemsFragmentConsumers'Interests?"Fleder,D.,Hosanagar,K.,Buja,A.;Knowledge@Wharton,http://knowledge.wharton.upenn.edu/article.cfm?articleid=2835(2011).\AToolforMiningLargeCorrelationTables:TheAssociationNavigator,"Buja,A.,Krieger,A.,George,E.;r

10 eporttotheSimonsFoundationAutismResearch
eporttotheSimonsFoundationAutismResearchInitiative(2010).\2009ReportontheAnalysisoftheSSCPhenotypeData,"Buja,A.,Krieger,A.,George,E.;reporttotheSimonsFoundationAutismResearchInitiative(2010).\ExploratoryAnalysisofaLargeTelecomNetwork,"Abney,S.,Buja,A.,andVolin-sky,C.;AT&TLabsinternalreport(2004).\FindingClustersinCommonChannelSignalingLinkswithCorrelatedFailurePat-terns,"in:BellcoreCommonChannelSignalingNetworkNotes(1994).\AnAnalysisofCommonChannelSignalingLinkOutagesandRetransmissionData,"Buja,A.,andDunlap,K.,in:BellcoreCommonChannelSignalingNetworkNotes(1994).\AnEmpiricalAnalysisofLinkOscillationsinaCommonChannelSignalingNetwork,"Buja,A.,andHung,N.,in:BellcoreCommonChannelSignalingNetworkNotes(1992).\MethodologyforRelationalDatabaseAnalysis|aStudyinDigitalSwitchMemory,"Buja,A.,Duy,D.,andKagan,J.,BellcoreTechnicalMemorandum(1990).

11 \AnalysisofDataonCustomerSatisfactionwit
\AnalysisofDataonCustomerSatisfactionwithResidenceBillingInquiries,"Buja,A.,andDuy,D.,BellcoreTechnicalMemorandum(1989).DataVisualizationSoftware:\GGvis,"aplug-infor\GGobi"forgraph-layoutandmultidimensionalscaling,suc-cessorto\XGvis".\GGobi,"aplatform-independentsystemforinteractivegraphicaldataanalysis,suc-cessorofXGobi(co-designer).Swayne,D.F.,Temple-Lang,D.,Cook,D.,Hofmann,H.,andBuja,A.(2000{).\XGvis,"asystemforvisualizinggraphsandproximitydatawithmultidimensionalscaling(co-designerandco-implementor).Buja,A.Swayne,D.F.,Littman,M.L.,Dean,N.,andHofmann,H.(1992{).\XGobi,"asystemforinteractivegraphicaldataanalysisbasedontheXwindowsystem(co-designer).Swayne,D.F.,Cook,D.,andBuja,A.(1990{2000).\DataViewer,"aLispmachine-basedprototypesystemforinteractivegraphicaldataanalysis(soledesignerandimplementor)(1985{90). CurriculumVitae,AndreasBuja,201212

12 NSF,DMS-8504359,1985{1988,$33,400in
NSF,DMS-8504359,1985{1988,$33,400inFY85,$36,000inFY86,$38,000inFY87,\Non-parametricTechniquesinMultipleRegression,"withW.Stuetzle(UniversityofWashington).DoE,DE-FG06-85-ER25006,July1985{June1988,$250,000inFY85,$260,000inFY86,$270,000inFY87,\Non-parametricTechniquesinMultipleRegression,"withW.Stuetzle(UniversityofWashington).DoD,FY84/FY85$245,920\DoD-UniversityResearchInstrumentationProgram,"withR.D.Martin,E.Belcher,D.Percival(UniversityofWashington).ONR,N00014-81-k-0095,Jan1984{Dec1986,$139,044\ExpertSystemsandReal-TimeGraphicsforTimeSeriesAnalysis,"withR.D.Martin,E.Belcher,D.Percival(UniversityofWashington).NSF,MCS-8304484,Aug1983{Jan1985,$30,000\MathematicalSciencesResearchEquipment,"withR.D.Martin(UniversityofWashington).NSF,MCS-8304234,June1983{Nov1985,$24,350\MathematicalSciences:StatisticalMethodsBasedonReal-TimeGraphics"(UniversityofW