An Inductive Logic Programming Approach to Statistical Relational Learning

Written By Kristian Kersting
An Inductive Logic Programming Approach to Statistical Relational Learning
  • Publsiher : IOS Press
  • Release : 09 May 2021
  • ISBN : 9781586036744
  • Pages : 228 pages
  • Rating : /5 from reviews
GET THIS BOOKAn Inductive Logic Programming Approach to Statistical Relational Learning


Download or read book entitled An Inductive Logic Programming Approach to Statistical Relational Learning by author: Kristian Kersting which was release on 09 May 2021 and published by IOS Press with total page 228 pages . This book available in PDF, EPUB and Kindle Format. Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels.

An Inductive Logic Programming Approach to Statistical Relational Learning

An Inductive Logic Programming Approach to Statistical Relational Learning
  • Author : Kristian Kersting
  • Publisher : IOS Press
  • Release Date : 2006
  • Total pages : 228
  • ISBN : 9781586036744
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Summary : Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels....

Foundations of Inductive Logic Programming

Foundations of Inductive Logic Programming
  • Author : Shan-Hwei Nienhuys-Cheng,Ronald de Wolf
  • Publisher : Springer Science & Business Media
  • Release Date : 1997-04-18
  • Total pages : 404
  • ISBN : 9781586036744
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Summary : The state of the art of the bioengineering aspects of the morphology of microorganisms and their relationship to process performance are described in this volume. Materials and methods of the digital image analysis and mathematical modeling of hyphal elongation, branching and pellet formation as well as their application to various ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Rui Camacho,Ross King,Ashwin Srinivasan
  • Publisher : Springer
  • Release Date : 2004-07-30
  • Total pages : 358
  • ISBN : 9781586036744
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Summary : This book constitutes the refereed proceedings of the 14th International Conference on Inductive Logic Programming, ILP 2004, held in Porto, Portugal, in September 2004. The 20 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers address all current topics in inductive logic programming, ranging from theoretical ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Celine Rouveirol,Michele Sebag
  • Publisher : Springer
  • Release Date : 2001-08-29
  • Total pages : 259
  • ISBN : 9781586036744
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Summary : This book constitutes the refereed proceedings of the 11th International Conference on Inductive Logic Programming, ILP 2001, held in Strasbourg, France in September 2001. The 21 revised full papers presented were carefully reviewed and selected from 37 submissions. Among the topics addressed are data mining issues for multi-relational databases, supervised learning, inductive inference, Bayesian ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Stephen Muggleton
  • Publisher : Morgan Kaufmann
  • Release Date : 1992
  • Total pages : 565
  • ISBN : 9781586036744
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Summary : Inductive logic programming is a new research area formed at the intersection of machine learning and logic programming. While the influence of logic programming has encouraged the development of strong theoretical foundations, this new area is inheriting its experimental orientation from machine learning. Inductive Logic Programming will be an invaluable ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Francesco Bergadano,Daniele Gunetti
  • Publisher : MIT Press
  • Release Date : 1996
  • Total pages : 240
  • ISBN : 9781586036744
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Summary : Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Nada Lavrac,Saso Dzeroski
  • Publisher : Springer Science & Business Media
  • Release Date : 1997-09-03
  • Total pages : 308
  • ISBN : 9781586036744
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Summary : This book constitutes the strictly refereed post-workshop proceedings of the 6th International Workshop on Inductive Logic Programming, ILP-96, held in Stockholm, Sweden, in August 1996. The 21 full papers were carefully reviewed and selected for inclusion in the book in revised version. Also included is the invited contribution "Inductive logic programming for ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Dimitar Kazakov,Can Erten
  • Publisher : Springer Nature
  • Release Date : 2020-06-05
  • Total pages : 145
  • ISBN : 9781586036744
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Summary : This book constitutes the refereed conference proceedings of the 29th International Conference on Inductive Logic Programming, ILP 2019, held in Plovdiv, Bulgaria, in September 2019. The 11 papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming ...

Probabilistic Inductive Logic Programming

Probabilistic Inductive Logic Programming
  • Author : Luc De Raedt,Paolo Frasconi,Kristian Kersting,Stephen H. Muggleton
  • Publisher : Springer
  • Release Date : 2008-02-26
  • Total pages : 341
  • ISBN : 9781586036744
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Summary : This book provides an introduction to probabilistic inductive logic programming. It places emphasis on the methods based on logic programming principles and covers formalisms and systems, implementations and applications, as well as theory....

Inductive Logic Programming

Inductive Logic Programming
  • Author : Filip Železný
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-09-05
  • Total pages : 347
  • ISBN : 9781586036744
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Summary : This 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. ...

Advances in Inductive Logic Programming

Advances in Inductive Logic Programming
  • Author : Luc de Raedt
  • Publisher : Ios PressInc
  • Release Date : 1996
  • Total pages : 323
  • ISBN : 9781586036744
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Summary : Inductive Logic Programming is a research area situated in machine learning and logic programming, two subfields of artificial intelligence. The goal of inductive logic programming is to develop theories, techniques and tools for inducing hypotheses from observations using the representations from computational logic. Inductive Logic Programming has a high potential ...

Latest Advances in Inductive Logic Programming

Latest Advances in Inductive Logic Programming
  • Author : Stephen H Muggleton,Hiroaki Watanabe
  • Publisher : World Scientific
  • Release Date : 2014-10-30
  • Total pages : 264
  • ISBN : 9781586036744
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Summary : This book represents a selection of papers presented at the Inductive Logic Programming (ILP) workshop held at Cumberland Lodge, Great Windsor Park. The collection marks two decades since the first ILP workshop in 1991. During this period the area has developed into the main forum for work on logic-based machine learning. ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : James Cussens,Alan Frisch
  • Publisher : Springer
  • Release Date : 2000-07-12
  • Total pages : 262
  • ISBN : 9781586036744
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Summary : This book constitutes the refereed proceedings of the 10th International Conference on Inductive Logic Programming, ILP 2000, held in London, UK in July 2000 as past of CL 2000. The 15 revised full papers presented together with an invited paper were carefully reviewed and selected from 37 submissions. The papers address all current issues in ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Saso Dzeroski
  • Publisher : Springer Science & Business Media
  • Release Date : 1999-06-09
  • Total pages : 302
  • ISBN : 9781586036744
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Summary : Shan-HweiNienhuys-Cheng(UniversityofRotterdam) DavidPage(UniversityofLouisville) BernhardPfahringer(AustrianResearchInstituteforAI) CelineRouveirol(UniversityofParis) ClaudeSammut(UniversityofNewSouthWales) MicheleSebag(EcolePolytechnique) AshwinSrinivasan(UniversityofOxford) PrasadTadepalli(OregonStateUniversity) StefanWrobel(GMDResearchCenterforInformationTechnology) OrganizationalSupport TheAlbatrossCongressTouristAgency,Bled Center for Knowledge Transfer in Information Technologies, Jo zef Stefan Institute,Ljubljana SponsorsofILP-99 ILPnet2,NetworkofExcellenceinInductiveLogicProgramming COMPULOGNet,EuropeanNetworkofExcellenceinComputationalLogic Jo zefStefanInstitute,Ljubljana LPASoftware,Inc. UniversityofBristol TableofContents I InvitedPapers ProbabilisticRelationalModels D. Koller . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 ...

Inductive Logic Programming

Inductive Logic Programming
  • Author : Nicolas Lachiche,Christel Vrain
  • Publisher : Springer
  • Release Date : 2018-03-19
  • Total pages : 185
  • ISBN : 9781586036744
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Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 27th International Conference on Inductive Logic Programming, ILP 2017, held in Orléans, France, in September 2017. The 12 full papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied ...