LEADER 04443nam 22006015 450 001 996466350003316 005 20200629223837.0 010 $a3-540-69059-X 024 7 $a10.1007/BFb0027303 035 $a(CKB)1000000000234815 035 $a(SSID)ssj0000323945 035 $a(PQKBManifestationID)11282865 035 $a(PQKBTitleCode)TC0000323945 035 $a(PQKBWorkID)10303387 035 $a(PQKB)10287210 035 $a(DE-He213)978-3-540-69059-7 035 $a(PPN)155213458 035 $a(EXLCZ)991000000000234815 100 $a20121227d1998 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aInductive Logic Programming$b[electronic resource] $e8th International Conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings /$fedited by David Page 205 $a1st ed. 1998. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d1998. 215 $a1 online resource (VIII, 308 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v1446 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-64738-4 327 $aAttribute-value learning versus inductive logic programming: The missing links -- Advances in ILP theory and implementations -- Application of ILP to problems in chemistry and biology -- Relational reinforcement learning -- Learning first-order acyclic Horn programs from entailment -- Combining statistical and relational methods for learning in hypertext domains -- Application of inductive logic programming to discover rules governing the three-dimensional topology of protein structure -- Term comparisons in first-order similarity measures -- Stochastic propositionalization of non-determinate background knowledge -- A stochastic simple similarity -- Using prior probabilities and density estimation for relational classification -- Induction of Constraint Grammar-rules using Progol -- A hybrid approach to word segmentation -- Learning multilingual morphology with Clog -- Using ILP-systems for verification and validation of multi-agent systems -- Inducing shogi heuristics using inductive logic programming -- Repeat learning using predicate invention -- Normal programs and multiple predicate learning -- Strongly typed inductive concept learning -- Function-free Horn clauses are hard to approximate -- DOGMA: A GA-based relational learner -- Generalization under implication by ?-subsumption -- Prolog, refinements and RLGG's -- Learning structurally indeterminate clauses -- Completing Inverse Entailment -- Distances and limits on Herbrand interpretations -- Relational distance-based clustering -- A framework for defining distances between first-order logic objects -- Detecting traffic problems with ILP -- A comparison of ILP and propositional systems on propositional traffic data. 330 $aThis book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications. 410 0$aLecture Notes in Artificial Intelligence ;$v1446 606 $aSoftware engineering 606 $aArtificial intelligence 606 $aComputer programming 606 $aSoftware Engineering/Programming and Operating Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I14002 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aProgramming Techniques$3https://scigraph.springernature.com/ontologies/product-market-codes/I14010 615 0$aSoftware engineering. 615 0$aArtificial intelligence. 615 0$aComputer programming. 615 14$aSoftware Engineering/Programming and Operating Systems. 615 24$aArtificial Intelligence. 615 24$aProgramming Techniques. 676 $a005.1/15 702 $aPage$b David$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aILP (Conference) 906 $aBOOK 912 $a996466350003316 996 $aInductive Logic Programming$9772244 997 $aUNISA