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Inductive logic programming

Author: Stephen Muggleton
Publisher: London : Academic, ©1992.
Series: A.P.I.C. studies in data processing, no. 38.
Edition/Format:  Print book : EnglishView all editions and formats
Summary:

Whilst inheriting various positive characteristics of the parent subjects of logic programming and machine learning, it is hoped that inductive logic programming will overcome many of the limitations  Read more...

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Additional Physical Format: Online version:
Inductive logic programming.
London : Academic, ©1992
(OCoLC)636134781
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Stephen Muggleton
ISBN: 0125097158 9780125097154
OCLC Number: 27108041
Description: xiv, 565 pages : illustrations ; 24 cm
Contents: Inductive logic programming, S. Muggleton; extensions of inversion of resolution applied to theory completion, Celine Rouveirol; generalization and learnability - a study of constrained atoms, C.D. Page Jr and A.M. Frisch; learning theoretical terms, R.B. Banerji; logic programme synthesis from good examples, C.X. Ling; a critical comparison of various methods based on inverse resolution, C.X. Ling and M.A. Narayan; non-monotonic learning, M. Bain and S. Muggleton; an overview of the interactive concept-learner and theory revisor, Clint; a framework for inductive logic programming, P.A. Flach; the rule-based systems project - using confirmation theory and non-monotonic logics for incremental learning, D. Gabbay, et al; relating relational learning algorithms, D.W. Aha; machine intervention of first-order predicates by inverting resolution, S. Muggleton and W. Buntine; efficient induction of logic programmes, S. Muggleton and C. Feng; constraints for predicate invention, R. Wirth and P. O'Rorke; refinement graphs for FOIL and LINUS, S. Czeroski and N. Lavrac; controlling the complexity of learning in logic through syntactic and task-oriented models, J.U. Kietz and S. Wrobel; efficient learning of logic programme with non-determinate, non-discriminating literals, B. Kijsirikul, et al; an information-based approach to integrating empirical and explanation-based learning, M.J. Pazzani, et al; analogical reasoning for logic programming, B. Tausend and S. Bell; some thoughts on inverse resolution, G. Sablon, et al; experiments in non-monotonic first-order induction, M.Bain; learning qualitative models of dynamic systems, I. Bratko, et al; the application of inductive logic programming to finite element mesh design, B. Dolsak and S. Muggleton; inducing temporal fault diagnostic rules from a qualitative model, C. Feng; in ductive learning of relations from noisy examples, N. Lavrac and S. Dzeroski; learning chess patterns, E. Morales; applying inductive logic programming in reactive environments, D. Hume and C. Sammut.
Series Title: A.P.I.C. studies in data processing, no. 38.
Responsibility: edited by Stephen Muggleton.
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<http:\/\/www.worldcat.org\/oclc\/27108041<\/a>> # Inductive logic programming<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:CreativeWork<\/a>, schema:Book<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"27108041<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/enk<\/a>> ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/dbpedia.org\/resource\/London<\/a>> ; # London<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/induktive_logik<\/a>> ; # Induktive Logik<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/apprentissage_automatique<\/a>> ; # Apprentissage automatique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/programmation_logique<\/a>> ; # Programmation logique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/inductie_logica<\/a>> ; # Inductie (logica)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1002056<\/a>> ; # Logic programming<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/programmeren_computers<\/a>> ; # Programmeren (computers)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/logische_programmierung<\/a>> ; # Logische Programmierung<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1004795<\/a>> ; # Machine learning<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/005.131\/e20\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Thing\/logic_programming<\/a>> ; # Logic programming<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/56782061<\/a>> ; # Stephen Muggleton<\/span>\n\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"1992<\/span>\" ;\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"1992<\/span>\" ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/9937079915<\/a>> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Series\/the_a_p_i_c_series<\/a>> ; # The A.P.I.C. series ;<\/span>\n\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Series\/a_p_i_c_studies_in_data_processing<\/a>> ; # A.P.I.C. studies in data processing ;<\/span>\n\u00A0\u00A0\u00A0\nschema:isSimilarTo<\/a> <http:\/\/www.worldcat.org\/oclc\/636134781<\/a>> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Inductive logic programming<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"27108041<\/span>\" ;\u00A0\u00A0\u00A0\nschema:publication<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/27108041#PublicationEvent\/london_academic_1992<\/a>> ;\u00A0\u00A0\u00A0\nschema:publisher<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Agent\/academic<\/a>> ; # Academic<\/span>\n\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/www.gbv.de\/dms\/bowker\/toc\/9780125097154.pdf<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780125097154<\/a>> ;\u00A0\u00A0\u00A0\numbel:isLike<\/a> <http:\/\/bnb.data.bl.uk\/id\/resource\/GB92Y6322<\/a>> ;\u00A0\u00A0\u00A0\numbel:isLike<\/a> <http:\/\/bnb.data.bl.uk\/id\/resource\/GB9248972<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/27108041<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/apprentissage_automatique<\/a>> # Apprentissage automatique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Apprentissage automatique<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/inductie_logica<\/a>> # Inductie (logica)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Inductie (logica)<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/induktive_logik<\/a>> # Induktive Logik<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Induktive Logik<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9937079915#Topic\/logische_programmierung<\/a>> # Logische Programmierung<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Logische Programmierung<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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