LEADER 04137nam 2200553 450 001 9910767517603321 005 20220512150113.0 010 $a3-540-85928-4 024 7 $a10.1007/978-3-540-85928-4 035 $a(CKB)1000000000490666 035 $a(SSID)ssj0000715693 035 $a(PQKBManifestationID)11413777 035 $a(PQKBTitleCode)TC0000715693 035 $a(PQKBWorkID)10704207 035 $a(PQKB)11308965 035 $a(MiAaPQ)EBC3063500 035 $a(MiAaPQ)EBC6709565 035 $a(PPN)128126396 035 $a(EXLCZ)991000000000490666 100 $a20220512d2008 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aInductive logic programming $e18th international conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008 : proceedings /$fFilip Z?elezny?, Nada Lavrac? (editors) 205 $a1st ed. 2008. 210 1$aBerlin ;$aHeidelberg ;$aNew York :$cSpringer,$d[2008] 210 4$dİ2008 215 $a1 online resource (X, 358 p.) 225 1 $aLecture notes in computer science ;$v5194 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-85927-6 320 $aIncludes bibliographical references and index. 327 $aInvited Talks -- Building Theories of the World: Human and Machine Learning Perspectives -- SRL without Tears: An ILP Perspective -- Semantic Web Meets ILP: Unconsumated Love, or No Love Lost? -- Learning Expressive Models of Gene Regulation -- Information Overload and FP7 Funding Opportunities in 2009-10 -- Research Papers -- A Model to Study Phase Transition and Plateaus in Relational Learning -- Top-Down Induction of Relational Model Trees in Multi-instance Learning -- Challenges in Relational Learning for Real-Time Systems Applications -- Discriminative Structure Learning of Markov Logic Networks -- An Experiment in Robot Discovery with ILP -- Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples -- DL-FOIL Concept Learning in Description Logics -- Feature Discovery with Type Extension Trees -- Feature Construction Using Theory-Guided Sampling and Randomised Search -- Foundations of Onto-Relational Learning -- L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning -- Logical Hierarchical Hidden Markov Models for Modeling User Activities -- Learning with Kernels in Description Logics -- Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms -- A Comparison between Two Statistical Relational Models -- Brave Induction -- A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases -- A Note on Refinement Operators for IE-Based ILP Systems -- Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach -- Learning Block-Preserving Outerplanar Graph Patterns and Its Application to Data Mining. 330 $aThis book constitutes the refereed proceedings of the 18th International Conference on Inductive Logic Programming, ILP 2008, held in Prague, Czech Republic, in September 2008. The 20 revised full papers presented together with the abstracts of 5 invited lectures were carefully reviewed and selected during two rounds of reviewing and improvement from 46 initial submissions. All current topics in inductive logic programming are covered, ranging from theoretical and methodological issues to advanced applications. The papers present original results in the first-order logic representation framework, explore novel logic induction frameworks, and address also new areas such as statistical relational learning, graph mining, or the semantic Web. 410 0$aLecture notes in computer science ;$v5194. 606 $aLogic programming$vCongresses 615 0$aLogic programming 676 $a005.115 702 $aZ?elezny?$b Filip 702 $aLavrac?$b Nada 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910767517603321 996 $aInductive Logic Programming$92804417 997 $aUNINA