LEADER 04644nam 22006135 450 001 9910144914303321 005 20200702042120.0 010 $a3-540-69587-7 024 7 $a10.1007/3-540-63514-9 035 $a(CKB)1000000000234722 035 $a(SSID)ssj0000323944 035 $a(PQKBManifestationID)11255467 035 $a(PQKBTitleCode)TC0000323944 035 $a(PQKBWorkID)10304192 035 $a(PQKB)11013139 035 $a(DE-He213)978-3-540-69587-5 035 $a(PPN)155199617 035 $a(EXLCZ)991000000000234722 100 $a20121227d1997 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aInductive Logic Programming$b[electronic resource] $e7th International Workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, Proceedings /$fedited by Nada Lavra?, Saso Dzeroski 205 $a1st ed. 1997. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d1997. 215 $a1 online resource (X, 318 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v1297 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-63514-9 327 $aKnowledge discovery in databases: An overview -- On the complexity of some Inductive Logic Programming problems -- Inductive logic programming and constraint logic programming (abstract) -- Learning phonetic rules in a speech recognition system -- Cautious induction in inductive logic programming -- Generating numerical literals during refinement -- Lookahead and discretization in ILP -- Data mining via ILP: The application of Progol to a database of enantioseparations -- Part-of-speech tagging using Progol -- Maximum Entropy modeling with Clausal Constraints -- Mining association rules in multiple relations -- Using logical decision trees for clustering -- Induction of Slovene nominal paradigms -- Normal forms for inductive logic programming -- On a sufficient condition for the existence of most specific hypothesis in progol -- Induction of logic programs with more than one recursive clause by analyzing saturations -- A logical framework for graph theoretical decision tree learning -- Learning with abduction -- Systematic Predicate Invention in Inductive Logic Programming -- Learning programs in the event calculus -- Distance between Herbrand interpretations: A measure for approximations to a target concept -- Realizing Progol by forward reasoning -- Probabilistic first-order classification -- Learning Horn definitions with equivalence and membership queries -- Using abstraction schemata in inductive logic programming -- Distance induction in first order logic -- Carcinogenesis predictions using ILP -- Discovery of first-order regularities in a relational database using ofine candidate determination -- Which hypotheses can be found with inverse entailment?. 330 $aThis book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997. The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database systems. 410 0$aLecture Notes in Artificial Intelligence ;$v1297 606 $aArchitecture, Computer 606 $aArtificial intelligence 606 $aComputer programming 606 $aComputer System Implementation$3https://scigraph.springernature.com/ontologies/product-market-codes/I13057 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aProgramming Techniques$3https://scigraph.springernature.com/ontologies/product-market-codes/I14010 615 0$aArchitecture, Computer. 615 0$aArtificial intelligence. 615 0$aComputer programming. 615 14$aComputer System Implementation. 615 24$aArtificial Intelligence. 615 24$aProgramming Techniques. 676 $a005.1/15 702 $aLavra?$b Nada$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDzeroski$b Saso$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aILP (Conference) 906 $aBOOK 912 $a9910144914303321 996 $aInductive Logic Programming$9772244 997 $aUNINA