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Books Books 1 - 10 of about 45 related to Introduction to Statistical Relational Learning.   

Logical and Relational Learning

Luc De Raedt - Computers - 2008 - 387 pages
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 ...
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Privacy in Social Networks

Elena Zheleva, Evimaria Terzi, Lise Getoor - Computers - 2012 - 75 pages
This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third ...
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An Inductive Logic Programming Approach to Statistical Relational Learning

Kristian Kersting - Computers - 2006 - 228 pages
"In his 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 ...
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Latest Advances in Inductive Logic Programming

Stephen H Muggleton, Hiroaki Watanabe - Computers - 2014 - 264 pages
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 ...
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Statistical Relational Artificial Intelligence: Logic, Probability, and ...

Luc De Raedt, Kristian Kersting, Sriraam Natarajan, David Poole - Computers - 2016 - 189 pages
An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and needs to reason ...
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Probabilistic Inductive Logic Programming

Luc De Raedt - Computers - 2008 - 341 pages
The question, how to combine probability and logic with learning, is getting an increased attention in several disciplines such as knowledge representation, reasoning about ...
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Markov Logic: An Interface Layer for Artificial Intelligence

Pedro Domingos, Daniel Lowd - Computers - 2009 - 145 pages
Most subfields of computer science have an interface layer via which applications communicate with the infrastructure, and this is key to their success (e.g., the Internet in ...
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