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Del 10326 - Lecture Notes in Computer Science
Inductive Logic Programming
26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers
Häftad, Engelska, 2017
552 kr
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This book constitutes the thoroughly refereed post-conference proceedings of the 26th International Conference on Inductive Logic Programming, ILP 2016, held in London, UK, in September 2016. The 10 full papers presented were carefully reviewed and selected from 29 submissions.
552 kr
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This book provides a self-contained introduction to Learning Language in Logic (LLL) and, at the same time, competently surveys the current state of the art of research in the area. The book has its origin in the first LLL workshop which took place in Bled, Slovenia in June 1999. Beyond revised workshop papers, a number of additional chapters were solicited from leading researchers in order to achieve complete coverage of all current aspects and to introduce the new area to a broader audience.As the first book devoted to LLL, this thoroughly cross-reviewed state-of-the-art survey will become a valuable source of reference for researchers active in the area. Newcomers or professionals interested in advanced LLL applications will find this book an ideal guide to an exciting new field.
Inductive Logic Programming
10th International Conference, ILP 2000, London, UK, July 24-27, 2000 Proceedings
Häftad, Engelska, 2000
552 kr
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Thisvolumecontainsoneinvitedand?fteensubmittedpaperspresentedatthe Tenth International Conference on Inductive Logic Programming (ILP2000). The?fteenacceptedpaperswereselectedbytheprogramcommitteefromthe 37paperssubmittedtotheconference. Eachpaperwascarefullyreviewedby threereferees. ILP2000washeldatImperialCollege,London,24-27July2000andwasin- grated with the First International Conference on Computational Logic (CL2000). With ILP's strong roots in computational logic, this was a na- ralmarriage. CL2000wasa?ve-dayextravaganza,incorporatingboththeSixth InternationalConferenceonRulesandObjectsinDatabases(DOOD2000)and theTenthInternationalWorkshoponLogic-basedProgramSynthesisandTra- formation(LOPSTR2000)andfeaturingeightinvitedspeakers,twelvetutorials, andsevena?liatedworkshops. RegistrantsforCL2000andILP2000couldmove freelybetweenthetwoevents,themaindistinctionbetweentheeventsbeings- arateconferenceproceedings. WewishtothankalltheauthorswhosubmittedtheirpaperstoILP2000; theprogramcommitteemembers,andotherreviewerswhodidathoroughjobin spiteofdemandingdeadlines;andourinvitedspeaker,DavidPage.Thanksalso toAlfredHofmann,andeveryoneelseatSpringerfortheirsmoothhandlingof theseproceedings. WewouldalsoliketothanktheorganisersofCL2000,whose cooperation brought the two events together: John Lloyd (Program Chair), Marek Sergot (Conference Chair), Frank Kriwaczek and Francesca Toni (- calOrganisers),FemkevanRaamsdonk(PublicityChair)andSandroEtalle (Workshop Chair). Finally, we are grateful to our sponsors for their ?nancial support. May2000 JamesCussens&AlanFrisch ProgramChairs ILP2000 ILP2000 Program Committee HenrikBostrom(UniversityofStockholm,Sweden) IvanBratko(UniversityofLjubljana,Slovenia) JamesCussens(UniversityofYork,UK) Shan-HweiNienhuys-Cheng(UniversityofRotterdam,Netherlands) WilliamCohen(WhizbangsLabs,USA) LucDeRaedt(UniversityofFreiburg,Germany) Sa?soD?zeroski(Jo?zefStefanInstitute,Ljubljana) PeterFlach(UniversityofBristol,UK) AlanFrisch(UniversityofYork,UK) KoichiFurukawa(UniversityofKeio,Japan) RoniKhardon(UniversityofEdinburgh,UK) Jorg-UweKietz(SwissLife,Switzerland) NadaLavra?c(Jo?zefStefanInstitute,Slovenia) JohnLloyd(AustralianNationalUniversity,Australia) StanMatwin(UniversityofOttawa,Canada) RaymondMooney(UniversityofTexas,USA) StephenMuggleton(UniversityofYork,UK) DavidPage(UniversityofWisconsin,USA) BernhardPfahringer(UniversityofWaikato,NewZealand) C'elineRouveirol(Universit'edeParis-Sud,France) ClaudeSammut(UniversityofNewSouthWales,Australia) ' Mich'eleSebag(EcolePolytechnique,France) AshwinSrinivasan(UniversityofOxford,UK) PrasadTadepalli(OregonStateUniversity,USA) StefanWrobel(UniversityofMagdeburg,Germany) AkihiroYamamoto(UniversityofHokkaido,Japan) Additional Referees ' ErickAlphonse(Universit'edeParis-Sud,France) LiviuBadea(NationalInstituteforResearchandDevelopmentinInformatics, Romania) DamjanDemsar(Jo?zefStefanInstitute,Slovenia) ElisabethGoncalves(Universit'edeParis-Sud,France) MarkoGrobelnik(Jo?zefStefanInstitute,Slovenia) ClaireKennedy(UniversityofBristol,UK) DanielKudenko(UniversityofYork,UK) JohanneMorin(UniversityofOttawa,Canada) TomonobuOzaki(KeioUniversity,Japan) EdwardRoss(UniversityofBristol,UK) LjupcoTodorovski(Jo?zefStefanInstitute,Slovenia) V'eroniqueVentos(Universit'edeParis-Sud,France) VIII ProgramCommitteeandReferees Sponsors of ILP2000 ILPNet2,TheEuropeanNetworkofExcellenceinInductiveLogicProgramming MLNet,TheEuropeanNetworkofExcellenceinMachineLearning CompulogNet,TheEuropeanNetworkofExcellenceinComputationalLogic Table of Contents IInvitedPaper ILP:JustDoIt...3 DavidPage II Contributed Papers ANewAlgorithmforLearningRangeRestrictedHornExpressions...21 MartaArias,RoniKhardon ARe?nementOperatorforDescriptionLogics...40 LiviuBadea,Shan-HweiNienhuys-Cheng ExecutingQueryPacksinILP ...60 HendrikBlockeel,LucDehaspe,BartDemoen,GerdaJanssens, JanRamon,HenkVandecasteele ALogicalDatabaseMiningQueryLanguage ...78 LucDeRaedt Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions ...93 FlorianaEsposito,DonatoMalerba,FrancescaA.Lisi ExtendingK-MeansClusteringtoFirst-OrderRepresentations...112 MathiasKirsten,StefanWrobel TheoryCompletionUsingInverseEntailment ...130 StephenH. Muggleton,ChristopherH. Bryant SolvingSelectionProblemsUsingPreferenceRelationBasedonBayesian Learning...147 TomofumiNakano,NobuhiroInuzuka ConcurrentExecutionofOptimalHypothesisSearchforInverse Entailment...165 HayatoOhwada,HiroyukiNishiyama,FumioMizoguchi UsingILPtoImprovePlanninginHierarchicalReinforcementLearning...174 MarkReid,MalcolmRyan X TableofContents TowardsLearninginCARIN-ALN...191 C'elineRouveirol,V'eroniqueVentos InverseEntailmentinNonmonotonicLogicPrograms...209 ChiakiSakama ANoteonTwoSimpleTransformationsforImprovingtheE?ciencyofan ILPSystem ...225 V'?torSantosCosta,AshwinSrinivasan,RuiCamacho SearchingtheSubsumptionLatticebyaGeneticAlgorithm ...243 AlirezaTamaddoni-Nezhad,StephenH. Muggleton NewConditionsfortheExistenceofLeastGeneralizationsunderRelative Subsumption...253 AkihiroYamamoto Author Index ...265 ILP:JustDoIt DavidPage Dept. ofBiostatisticsandMedicalInformatics andDept. ofComputerSciences UniversityofWisconsin 1300UniversityAve. ,Rm5795MedicalSciences Madison,WI53706 U. S. A. page@biostat. wisc. edu Abstract.Inductivelogicprogramming(ILP)isbuiltonafoundation laidbyresearchinotherareasofcomputationallogic. Butinspiteofthis strongfoundation,at10yearsofageILPnowfacesanumberofnewch- lengesbroughtonbyexcitingapplicationopportunities.