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An Inductive Logic Programming Approach to Statistical Relational Learning
Language: en
Pages: 258
Authors: Kristian Kersting
Categories: Computers
Type: BOOK - Published: 2006 - Publisher: IOS Press

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Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inducti
Probabilistic Inductive Logic Programming
Language: en
Pages: 348
Authors: Luc De Raedt
Categories: Computers
Type: BOOK - Published: 2008-02-26 - Publisher: Springer

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This book provides an introduction to probabilistic inductive logic programming. It places emphasis on the methods based on logic programming principles and cov
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Introduction to Statistical Relational Learning
Language: en
Pages: 602
Authors: Lise Getoor
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Type: BOOK - Published: 2007 - Publisher: MIT Press

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In 'Introduction to Statistical Relational Learning', leading researchers in this emerging area of machine learning describe current formalisms, models, and alg
Relational Data Mining
Language: en
Pages: 422
Authors: Saso Dzeroski
Categories: Business & Economics
Type: BOOK - Published: 2001-08 - Publisher: Springer Science & Business Media

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As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of