Volume 54, Issue 1-3

November 2008

Special Issue: Probabilistic Relational Learning / Guest Edited by: M. Jaeger, L. Getoor, K. Kersting

8 articles in this issue

Preface
Manfred Jaeger
Lise Getoor
Kristian Kersting
EditorialNotes 14 April 2009 Pages: 1 - 2
Mixed deterministic and probabilistic networks
Robert Mateescu
Rina Dechter
OriginalPaper 25 April 2009 Pages: 3 - 51
Bayesian learning of Bayesian networks with informative priors
Nicos Angelopoulos
James Cussens
OriginalPaper 14 April 2009 Pages: 53 - 98
Learning directed probabilistic logical models: ordering-search versus structure-search
Daan Fierens
Jan Ramon
Hendrik Blockeel
OriginalPaper 04 April 2009 Pages: 99 - 133
Variational Bayes via propositionalized probability computation in PRISM
Taisuke Sato
Yoshitaka Kameya
Kenichi Kurihara
OriginalPaper 09 April 2009 Pages: 135 - 158
Probabilistic modelling, inference and learning using logical theories
K. S. Ng
J. W. Lloyd
W. T. B. Uther
OriginalPaper 17 April 2009 Pages: 159 - 205
A semiparametric generative model for efficient structured-output supervised learning
Fabrizio Costa
Andrea Passerini
Paolo Frasconi
OriginalPaper 05 May 2009 Pages: 207 - 222
Learning first-order probabilistic models with combining rules
Sriraam Natarajan
Prasad Tadepalli
Alan Fern
OriginalPaper 25 April 2009 Pages: 223 - 256

Search