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catalog abstract "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 HenrikBostr¨om(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) J¨org-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.".
catalog contributor b11919539.
catalog contributor b11919540.
catalog contributor b11919541.
catalog created "2000.".
catalog date "2000".
catalog date "2000.".
catalog dateCopyrighted "2000.".
catalog description ". . . . . . . . . . . . . . . . . . . 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. ".
catalog description ". . . . . . . . . . . . . . . . . . 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. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ".
catalog description "ILP: just do it / David Page -- A new algorithm for learning range restricted horn expressions / Marta Arias and Roni Khardon -- A refinement operator for description logics / Liviu Badea and Shan-Hwei Nienhuys-Cheng -- Executing query packs in ILP / Hendrik Blockeel [and others] -- Induction of recursive theories in the normal ILP setting / Floriana Esposito, Donato Malerba, and Francesca A. Lisi -- Extending K-means clustering to first-order representations / Mathias Kirsten and Stefan Wrobel -- Theory completion using inverse entailment / Stephen H. Muggleton and Christopher H. Bryant -- Solving selection problems using preference relation based on bayesian learning / Tomofumi Nakano and Nobuhiro Inuzuka -- Concurrent execution of optimal hypothesis search for inverse entailment / Hayato Ohwada, Hiroyuki Nishiyama, and Fumio Mizoguchi -- Using ILP to improve planning in hierarchical reinforcement learning / Mark Reid and Malcolm Ryan -- Towards learning in CARIN- / Celine Rouveirol and Veronique Ventos -- Inverse entailment in nonmonotonic logic programs / Chiaki Sakama -- A note on two simple transformations for improving the efficiency of an ILP system / Vťor Santos Costa, Ashwin Srinivasan, and Rui Camacho -- Searching the subsumption lattice by a genetic algorithm / Alireza Tamaddoni-Nezhad and Stephen H. Muggleton -- New conditions for the existence of least generalizations under relative subsumption / Akihiro Yamamoto.".
catalog description "Includes bibliographical references and index.".
catalog description "May2000 JamesCussens&AlanFrisch ProgramChairs ILP2000 ILP2000 Program Committee HenrikBostr¨om(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) J¨org-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) ´ ".
catalog description "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, ".
catalog description "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.".
catalog description "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. . . . . . . ".
catalog description "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. ".
catalog description "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. ".
catalog extent "x, 264 p. :".
catalog identifier "354067795X (softcover : alk. paper)".
catalog isPartOf "Lecture notes in computer science ; 1866. Lecture notes in artificial intelligence".
catalog isPartOf "Lecture notes in computer science ; 1866.".
catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
catalog issued "2000".
catalog issued "2000.".
catalog language "eng".
catalog publisher "Berlin ; New York : Springer,".
catalog subject "005.1/15 21".
catalog subject "Artificial intelligence.".
catalog subject "Computer science.".
catalog subject "Logic programming Congresses.".
catalog subject "QA76.63 .I52 2000".
catalog tableOfContents "ILP: just do it / David Page -- A new algorithm for learning range restricted horn expressions / Marta Arias and Roni Khardon -- A refinement operator for description logics / Liviu Badea and Shan-Hwei Nienhuys-Cheng -- Executing query packs in ILP / Hendrik Blockeel [and others] -- Induction of recursive theories in the normal ILP setting / Floriana Esposito, Donato Malerba, and Francesca A. Lisi -- Extending K-means clustering to first-order representations / Mathias Kirsten and Stefan Wrobel -- Theory completion using inverse entailment / Stephen H. Muggleton and Christopher H. Bryant -- Solving selection problems using preference relation based on bayesian learning / Tomofumi Nakano and Nobuhiro Inuzuka -- Concurrent execution of optimal hypothesis search for inverse entailment / Hayato Ohwada, Hiroyuki Nishiyama, and Fumio Mizoguchi -- Using ILP to improve planning in hierarchical reinforcement learning / Mark Reid and Malcolm Ryan -- Towards learning in CARIN- / Celine Rouveirol and Veronique Ventos -- Inverse entailment in nonmonotonic logic programs / Chiaki Sakama -- A note on two simple transformations for improving the efficiency of an ILP system / Vťor Santos Costa, Ashwin Srinivasan, and Rui Camacho -- Searching the subsumption lattice by a genetic algorithm / Alireza Tamaddoni-Nezhad and Stephen H. Muggleton -- New conditions for the existence of least generalizations under relative subsumption / Akihiro Yamamoto.".
catalog title "Inductive logic programming : 10th International Conference, ILP 2000, London, UK, July 24-27, 2000 : proceedings / James Cussens, Alan Frisch (eds).".
catalog type "Conference proceedings. fast".
catalog type "text".