LEADER 04627nam 22007455 450 001 996465761303316 005 20200630063744.0 010 $a3-642-31951-3 024 7 $a10.1007/978-3-642-31951-8 035 $a(CKB)3400000000085755 035 $a(SSID)ssj0000745994 035 $a(PQKBManifestationID)11399112 035 $a(PQKBTitleCode)TC0000745994 035 $a(PQKBWorkID)10860437 035 $a(PQKB)10324126 035 $a(DE-He213)978-3-642-31951-8 035 $a(MiAaPQ)EBC3070055 035 $a(PPN)168320665 035 $a(EXLCZ)993400000000085755 100 $a20120720d2012 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aInductive Logic Programming$b[electronic resource] $e21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 -- August 3, 2011, Revised Selected Papers /$fedited by Stephen Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi 205 $a1st ed. 2012. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012. 215 $a1 online resource (XI, 406 p. 130 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v7207 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-31950-5 320 $aIncludes bibliographical references and index. 327 $aInference and Learning -- Beyond Reward: The Problem of Knowledge and Data -- Exploiting Constraints -- Online Bayesian Inference for the Parameters of PRISM Programs -- Learning Compact Markov Logic Networks with Decision Trees -- Relational Networks of Conditional Preferences -- k-Optimal: A Novel Approximate Inference Algorithm for ProbLog -- Learning Directed Relational Models with Recursive Dependencies -- Integrating Model Checking and Inductive Logic Programming -- Inductive Logic Programming in Answer Set Programming -- Graph-Based Relational Learning with a Polynomial Time Projection Algorithm -- Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models -- Conceptual Clustering of Multi-Relational Data -- Expressive Power of Safe First-Order Logical Decision Trees -- Relational Learning for Spatial Relation Extraction from Natural. 330 $aThis book constitutes the thoroughly refereed post-proceedings of the 21st International Conference on Inductive Logic Programming, ILP 2011, held in Windsor Great Park, UK, in July/August 2011. The 24 revised full papers were carefully reviewed and selected from 66 submissions. Also included are five extended abstracts and three invited talks. The papers represent the diversity and vitality in present ILP research including ILP theory, implementations, probabilistic ILP, biological applications, sub-group discovery, grammatical inference, relational kernels, learning of Petri nets, spatial learning, graph-based learning, and learning of action models. 410 0$aLecture Notes in Artificial Intelligence ;$v7207 606 $aArtificial intelligence 606 $aMathematical logic 606 $aComputer programming 606 $aComputer logic 606 $aComputers 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aMathematical Logic and Formal Languages$3https://scigraph.springernature.com/ontologies/product-market-codes/I16048 606 $aProgramming Techniques$3https://scigraph.springernature.com/ontologies/product-market-codes/I14010 606 $aLogics and Meanings of Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/I1603X 606 $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013 615 0$aArtificial intelligence. 615 0$aMathematical logic. 615 0$aComputer programming. 615 0$aComputer logic. 615 0$aComputers. 615 14$aArtificial Intelligence. 615 24$aMathematical Logic and Formal Languages. 615 24$aProgramming Techniques. 615 24$aLogics and Meanings of Programs. 615 24$aComputation by Abstract Devices. 676 $a005.1/15 702 $aMuggleton$b Stephen$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTamaddoni-Nezhad$b Alireza$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLisi$b Francesca A$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aILP (Conference) 906 $aBOOK 912 $a996465761303316 996 $aInductive Logic Programming$9772244 997 $aUNISA