Statistical Relational Learning

An Inductive Logic Programming Approach to Statistical Relational Learning (repost)

An Inductive Logic Programming Approach to Statistical Relational Learning
by Kristian Kersting
English | 2006 | ISBN: 1586036742 | 257 pages | PDF | 3.14 MB

Introduction to Statistical Relational Learning (Repost)  eBooks & eLearning

Posted by step778 at Aug. 18, 2016
Introduction to Statistical Relational Learning (Repost)

Lise Getoor, Ben Taskar, "Introduction to Statistical Relational Learning"
2007 | pages: 591 | ISBN: 0262072882 | PDF | 4,2 mb

Introduction to Statistical Relational Learning  

Posted by step778 at June 8, 2015
Introduction to Statistical Relational Learning

Lise Getoor, Ben Taskar, "Introduction to Statistical Relational Learning"
2007 | pages: 602 | ISBN: 0262072882 | PDF | 4,5 mb
An Inductive Logic Programming Approach to Statistical Relational Learning

by Kristian Kersting}An Inductive Logic Programming Approach to Statistical Relational Learning}
IOS Press | ISBN:1586036742 | 2006. | 257 p. | RARed PDF 2.72MB

In this publication, the author Kristian Kersting has made an assault on one of the hardest integration problems at the heart of Artificial Intelligence research. This involves taking three disparate major areas of research and attempting a fusion among them. The three areas are: Logic Programming, Uncertainty Reasoning and Machine Learning. Every one of these is a major sub-area of research with its own associated international research conferences. Having taken on such a Herculean task, Kersting has produced a series of results which are now at the core of a newly emerging area: Probabilistic Inductive Logic Programming…
Statistical Reinforcement Learning: Modern Machine Learning Approaches

Statistical Reinforcement Learning: Modern Machine Learning Approaches by Masashi Sugiyama
2015 | ISBN: 1439856893 | English | 206 pages | True PDF | 7 MB
Boosted Statistical Relational Learners: From Benchmarks to Data-Driven Medicine

Sriraam Natarajan, "Boosted Statistical Relational Learners: From Benchmarks to Data-Driven Medicine"
English | ISBN: 3319136437 | 2015 | 84 pages | PDF | 2 MB
Statistical Reinforcement Learning: Modern Machine Learning Approaches

Statistical Reinforcement Learning: Modern Machine Learning Approaches by Masashi Sugiyama
English | Mar 26, 2015 | ISBN: 1439856893 | 208 Pages | AZW3/MOBI/EPUB/PDF (conv) | 31 MB

Reinforcement learning (RL) is a framework for decision making in unknown environments based on a large amount of data. Several practical RL applications for business intelligence, plant control, and game players have been successfully explored in recent years.
Statistical Language Learning (Language, Speech, and Communication) (repost)

Statistical Language Learning (Language, Speech, and Communication) By Eugene Charniak
Publisher: The M I T Press 1994 | 192 Pages | ISBN: 0262032163 | DJVU | 3 MB

Phase Transitions in Machine Learning (repost)  

Posted by Book-er at June 19, 2012
Phase Transitions in Machine Learning (repost)

Phase Transitions in Machine Learning By Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
English | 2011 | 410 Pages | ISBN: 0521763916 | PDF | 4 MB

Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning as well as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon, and the extensive experimental investigation that supports its presence.

Logical and Relational Learning (repost)  

Posted by tot167 at March 26, 2011
Logical and Relational Learning (repost)

Luc De Raedt, "Logical and Relational Learning"
Sp,,ger | 2008 | ISBN: 3540200401 | 388 pages | PDF | 2,6 MB