Latest advances in inductive logic programming

by Muggleton, Stephen

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Title Statements

Full title :Latest advances in inductive logic programming / Stephen Muggleton, Imperial College London, UK, Hiroaki Watanabe, Imperial College London, UK.

Edition Statements

Publication Date:2014.

Publication Statements

Publisher(s):Imperial College Press
Place of Publication:Hackensack, NJ
Language:eng
Publication Date:2014.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9781783265091, 1783265094
oclc:ocn898125643
LC Classification:QA76.63
Dewey Decimal:006.3/1

Contents -- Preface -- Acknowledgments -- Part 1: Applications -- 1. Can ILP Learn Complete and Correct Game Strategies? -- 1.1 Introduction -- 1.2 ILP Representation of Games -- 1.2.1 Learning schema -- 1.3 Experiments -- 1.3.1 Learning N-P position of impartial games by ILP -- 1.3.2 Experiment to determine performance on Nim of ANNs, SVMs and CBRs -- 1.4 Related Work, Conclusions and Future Work -- Bibliography -- 2. Induction in Nonmonotonic Causal Theories for a Domestic Service Robot -- 2.1 Introduction -- 2.2 Nonmonotonic Causal Theories

""2.3 Induction in Causal Theories""""2.4 A Case Study in a Domestic Service Robotâ€?s Domain""; ""2.5 Discussion and Conclusion""; ""Bibliography""; ""3. Using Ontologies in Semantic DataMining with g-SEGS and Aleph""; ""3.1 Introduction""; ""3.2 Related Work""; ""3.3 g-SEGS""; ""3.4 Problem Formulation in Aleph""; ""3.5 Experimental Results""; ""3.6 Conclusion""; ""Acknowledgments""; ""Bibliography""; ""4. Improving Search Engine Query Expansion Techniques with ILP""; ""4.1 Introduction and Motivation""; ""4.2 Experiments""; ""4.2.1 Materials""; ""4.2.2 Problem modeling""

4.2.3 Rule learning4.2.4 From ILP rules to new alterations -- 4.3 …