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Discriminative Learning With Markov Logic Networks


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Author by :
Languange Used : en
Release Date : 2009
Publisher by :

Statistical relational learning (SRL) is an emerging area of research that addresses the problem of learning from noisy structured/relational data. Markov logic networks (MLNs), sets of weighted claus

Probabilistic Inductive Logic Programming


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Author by : Luc De Raedt
Languange Used : en
Release Date : 2008-03-14
Publisher by : Springer Science & Business Media

The question, how to combine probability and logic with learning, is getting an increased attention in several disciplines such as knowledge representation, reasoning about uncertainty, data mining, a

Inductive Logic Programming


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Author by : Filip Železný
Languange Used : en
Release Date : 2008-09-05
Publisher by : Springer Science & Business Media

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 pap

Ki 2007 Advances In Artificial Intelligence


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Author by : Joachim Hertzberg
Languange Used : en
Release Date : 2007-08-30
Publisher by : Springer Science & Business Media

The 30th Annual German Conference on Arti?cial Intelligence (KI-2007) took place in the University of Osnabru ̈ck, September 10–13, 2007. In this volume, you will ?nd papers or abstracts of its six

Introduction To Statistical Relational Learning


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Author by : Lise Getoor
Languange Used : en
Release Date : 2007
Publisher by : MIT Press

Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different

Computer Vision Eccv 2008


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Author by : David Forsyth
Languange Used : en
Release Date : 2008-10-07
Publisher by : Springer Science & Business Media

The four-volume set comprising LNCS volumes 5302/5303/5304/5305 constitutes the refereed proceedings of the 10th European Conference on Computer Vision, ECCV 2008, held in Marseille, France, in Octobe

Logical And Relational Learning


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Author by : Luc De Raedt
Languange Used : en
Release Date : 2008-09-12
Publisher by : Springer Science & Business Media

This first textbook on multi-relational data mining and inductive logic programming provides a complete overview of the field. It is self-contained and easily accessible for graduate students and prac