Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton (Eds.):
Probabilistic Inductive Logic Programming - Theory and Applications.
Lecture Notes in Computer Science 4911 Springer 2008, ISBN 978-3-540-78651-1 BibTeX
- Luc De Raedt, Kristian Kersting:
Probabilistic Inductive Logic Programming.
1-27
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- Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr:
Relational Sequence Learning.
28-55
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- Paolo Frasconi, Andrea Passerini:
Learning with Kernels and Logical Representations.
56-91
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- Pedro Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla:
Markov Logic.
92-117
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- Taisuke Sato, Yoshitaka Kameya:
New Advances in Logic-Based Probabilistic Modeling by PRISM.
118-155
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- Vítor Santos Costa, David Page, James Cussens:
CLP(BN): Constraint Logic Programming for Probabilistic Knowledge.
156-188
Electronic Edition (link) BibTeX
- Kristian Kersting, Luc De Raedt:
Basic Principles of Learning Bayesian Logic Programs.
189-221
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- David Poole:
The Independent Choice Logic and Beyond.
222-243
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- Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg:
Protein Fold Discovery Using Stochastic Logic Programs.
244-262
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- Niels Landwehr, Taneli Mielikäinen:
Probabilistic Logic Learning from Haplotype Data.
263-286
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- François Fages, Sylvain Soliman:
Model Revision from Temporal Logic Properties in Computational Systems Biology.
287-304
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- Stephen Muggleton, Jianzhong Chen:
A Behavioral Comparison of Some Probabilistic Logic Models.
305-324
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- Manfred Jaeger:
Model-Theoretic Expressivity Analysis.
325-339
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:23:35 2009
by Michael Ley (ley@uni-trier.de)