Volume 54,
Numbers 1-3,
November 2008
Special Issue:
Probabilistic Relational Learning / Guest Edited by:
M. Jaeger,
L. Getoor,
K. Kersting
- Manfred Jaeger, Lise Getoor, Kristian Kersting:
Preface.
1-2
- Robert Mateescu, Rina Dechter:
Mixed deterministic and probabilistic networks.
3-51
- Nicos Angelopoulos, James Cussens:
Bayesian learning of Bayesian networks with informative priors.
53-98
- Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel:
Learning directed probabilistic logical models: ordering-search versus structure-search.
99-133
- Taisuke Sato, Yoshitaka Kameya, Kenichi Kurihara:
Variational Bayes via propositionalized probability computation in PRISM.
135-158
- K. S. Ng, J. W. Lloyd, William T. B. Uther:
Probabilistic modelling, inference and learning using logical theories.
159-205
- Fabrizio Costa, Andrea Passerini, Marco Lippi, Paolo Frasconi:
A semiparametric generative model for efficient structured-output supervised learning.
207-222
- Sriraam Natarajan, Prasad Tadepalli, Thomas G. Dietterich, Alan Fern:
Learning first-order probabilistic models with combining rules.
223-256
Volume 54,
Number 4,
December 2008
Marco Somalvico Memorial Issue
Copyright © Mon Nov 2 21:24:20 2009
by Michael Ley (ley@uni-trier.de)
