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  eBooks & eLearning

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  eBooks & eLearning

Posted by misirac at Sept. 21, 2007
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…

Boosted Statistical Relational Learners: From Benchmarks to Data-Driven Medicine  eBooks & eLearning

Posted by nebulae at April 24, 2015
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

Logical and Relational Learning (repost)  eBooks & eLearning

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

Statistical Language Learning (Language, Speech, and Communication)  eBooks & eLearning

Posted by madan5529 at Oct. 15, 2009
Statistical Language Learning (Language, Speech, and Communication)

Statistical Language Learning (Language, Speech, and Communication)
The MIT Press | September 1, 1996 | ISBN-10: 0262531410 | 190 pages | PDF | 3.35 mb

Eugene Charniak breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques – word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic word classes, word-sense disambiguation – along with the underlying mathematics and chapter exercises. Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics." Language, Speech, and Communication

Statistical Reinforcement Learning: Modern Machine Learning Approaches  eBooks & eLearning

Posted by ksveta6 at May 1, 2015
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

Statistical Reinforcement Learning: Modern Machine Learning Approaches  eBooks & eLearning

Posted by AlenMiler at April 2, 2015
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)  eBooks & eLearning

Posted by Veslefrikk at Nov. 27, 2014
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