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07161 Abstracts Collection – Probabilistic, Logical and Relational Learning - A Further Synthesis

Authors Luc De Raedt, Thomas Dietterich, Lise Getoor, Kristian Kersting, Stephen H. Muggleton



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Luc De Raedt
Thomas Dietterich
Lise Getoor
Kristian Kersting
Stephen H. Muggleton

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Luc De Raedt, Thomas Dietterich, Lise Getoor, Kristian Kersting, and Stephen H. Muggleton. 07161 Abstracts Collection – Probabilistic, Logical and Relational Learning - A Further Synthesis. In Probabilistic, Logical and Relational Learning - A Further Synthesis. Dagstuhl Seminar Proceedings, Volume 7161, pp. 1-21, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2008)
https://doi.org/10.4230/DagSemProc.07161.1

Abstract

From April 14 – 20, 2007, the Dagstuhl Seminar 07161 ``Probabilistic, Logical and Relational Learning - A Further Synthesis'' was held in the International Conference and Research Center (IBFI), Schloss Dagstuhl. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.
Keywords
  • Artificial Intelligence
  • Uncertainty in AI
  • Probabilistic Reasoning
  • Knowledge Representation
  • Logic Programming
  • Relational Learning
  • Inductive Logic Programming
  • Graphical Models
  • Statistical Relational Learning
  • First-Order Logical and Relational Probabilistic Languages

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