PGM 2002:
Cuenca,
Spain
José A. Gámez, Antonio Salmerón (Eds.):
First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings.
2002 BibTeX
- David Allen, Adnan Darwiche:
Optimal Time-Space Tradeoff in Probabilistic Inference.
Electronic Edition (link) BibTeX
- Rosa Blanco, Iñaki Inza, Pedro Larrañaga:
Floating Search Methods in Learning Bayesian Networks.
Electronic Edition (link) BibTeX
- Robert Castelo, Michael D. Perlman:
Learning Essential Graph Markov Models From Data.
Electronic Edition (link) BibTeX
- Alireza Daneshkhah, Jim Q. Smith:
Multicausal Prior Families, Randomisation and Essential Graphs.
Electronic Edition (link) BibTeX
- Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete:
Reducing Propagation Effort in Large Polytrees: An Application to Information Retrieval.
Electronic Edition (link) BibTeX
- Luis M. de Campos, José A. Gámez, Jose Miguel Puerta:
Graphical Models to Causal Discovery from Data.
Electronic Edition (link) BibTeX
- Murat Deviren, Khalid Daoudi:
Continuous Speech Recognition Using Dynamic Bayesian Networks. A Fast Decoding Algorithm.
Electronic Edition (link) BibTeX
- Juan A. Fernández del Pozo, Concha Bielza:
New Structures for Conditional Probability Tables.
Electronic Edition (link) BibTeX
- Mark Hopkins, Adnan Darwiche:
A Practical Relaxation of Constant-Factor Treewidth Approximation Algorithms.
Electronic Edition (link) BibTeX
- Manfred Jaeger:
Probabilistic Decision Graphs - Combining Verification and AI Techniques for Probabilistic Inference.
Electronic Edition (link) BibTeX
- Kristian Kersting, Niels Landwehr:
Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the EM Algorithm.
Electronic Edition (link) BibTeX
- Kristian Kersting, Tapani Raiko, Luc De Raedt:
Logical Hidden Markov Models (Extendes abstract).
Electronic Edition (link) BibTeX
- Tsai-Ching Lu, Marek J. Druzdzel:
Causal Models, Value of Intervention, and Search for Opportunities.
Electronic Edition (link) BibTeX
- Peter J. F. Lucas:
Restricted Bayesian Network Structure Learning.
Electronic Edition (link) BibTeX
- Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón:
Factorisation of Probability Trees and its Application to Inference in Bayesian Networks.
Electronic Edition (link) BibTeX
- Serafín Moral, Rafael Rumí, Antonio Salmerón:
Estimating Mixtures of Truncated Exponentials from Data.
Electronic Edition (link) BibTeX
- José Manuel Peña, José Antonio Lozano, Pedro Larrañaga:
Unsupervised Learning of Bayesian Networks Via Estimation of Distribution Algorithms.
Electronic Edition (link) BibTeX
- Roberto O. Puch, Jim Q. Smith, Concha Bielza:
Inferentially Efficient Propagation in Non-Decomposable Bayesian Network with Hierarchical Junction Trees.
Electronic Edition (link) BibTeX
- Milan Studený:
Characterization of Essential Graphs by Means of an Operation of Legal Component Merging.
Electronic Edition (link) BibTeX
- Miguel A. Virto, Jacinto Martín, David Ríos Insua, Arminda Moreno-Díaz:
Approximate Solutions of Complex Influence Diagrams through MCMC Methods.
Electronic Edition (link) BibTeX
- Jirí Vomlel:
Bayesian Networks in Educational Testing.
Electronic Edition (link) BibTeX
- Marta Vomlelová, Finn Verner Jensen:
An Extension of Lazy Evaluation for Influence Diagrams Avoiding Redundant Variables in the Potentials.
Electronic Edition (link) BibTeX
- Y. Xiang, X. Chen:
Cooperative Verification of Agent Interface.
Electronic Edition (link) BibTeX
- Yusuf Kenan Yilmaz, Ethem Alpaydin, H. Levent Akin, Taner Bilgiç:
Handling of Deterministic Relationships in Constraint-based Causal Discovery.
Electronic Edition (link) BibTeX
- Frank Jensen, Uffe Kjærulff, Michael Lang, Anders L. Madsen:
Hugin - The Tool for Bayesian Networks and Influence Diagrams.
Electronic Edition (link) BibTeX
- Elvira: An Environment for Creating and Using Probabilistic Graphical Models.
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:33:21 2009
by Michael Ley (ley@uni-trier.de)