Abstract is missing.
- Continuous Speech Recognition Using Dynamic Bayesian Networks. A Fast Decoding AlgorithmMurat Deviren, Khalid Daoudi. [doi]
- Unsupervised Learning of Bayesian Networks Via Estimation of Distribution AlgorithmsJosé Manuel Peña, José Antonio Lozano, Pedro Larrañaga. [doi]
- Learning Essential Graph Markov Models From DataRobert Castelo, Michael D. Perlman. [doi]
- Causal Models, Value of Intervention, and Search for OpportunitiesTsai-Ching Lu, Marek J. Druzdzel. [doi]
- New Structures for Conditional Probability TablesJuan A. Fernández del Pozo, Concha Bielza. [doi]
- Factorisation of Probability Trees and its Application to Inference in Bayesian NetworksIrene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón. [doi]
- A Practical Relaxation of Constant-Factor Treewidth Approximation AlgorithmsMark Hopkins, Adnan Darwiche. [doi]
- Floating Search Methods in Learning Bayesian NetworksRosa Blanco, Iñaki Inza, Pedro Larrañaga. [doi]
- Bayesian Networks in Educational TestingJirí Vomlel. [doi]
- Estimating Mixtures of Truncated Exponentials from DataSerafín Moral, Rafael Rumí, Antonio Salmerón. [doi]
- Inferentially Efficient Propagation in Non-Decomposable Bayesian Network with Hierarchical Junction TreesRoberto O. Puch, Jim Q. Smith, Concha Bielza. [doi]
- An Extension of Lazy Evaluation for Influence Diagrams Avoiding Redundant Variables in the PotentialsMarta Vomlelová, Finn Verner Jensen. [doi]
- Hugin - The Tool for Bayesian Networks and Influence DiagramsFrank Jensen, Uffe Kjærulff, Michael Lang 0002, Anders L. Madsen. [doi]
- Reducing Propagation Effort in Large Polytrees: An Application to Information RetrievalLuis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete. [doi]
- Logical Hidden Markov Models (Extendes abstract)Kristian Kersting, Tapani Raiko, Luc De Raedt. [doi]
- Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the EM AlgorithmKristian Kersting, Niels Landwehr. [doi]
- Multicausal Prior Families, Randomisation and Essential GraphsAlireza Daneshkhah, Jim Q. Smith. [doi]
- Characterization of Essential Graphs by Means of an Operation of Legal Component MergingMilan Studený. [doi]
- Handling of Deterministic Relationships in Constraint-based Causal DiscoveryYusuf Kenan Yilmaz, Ethem Alpaydin, H. Levent Akin, Taner Bilgiç. [doi]
- Optimal Time-Space Tradeoff in Probabilistic InferenceDavid Allen, Adnan Darwiche. [doi]
- Elvira: An Environment for Creating and Using Probabilistic Graphical Models [doi]
- Restricted Bayesian Network Structure LearningPeter J. F. Lucas. [doi]
- Probabilistic Decision Graphs - Combining Verification and AI Techniques for Probabilistic InferenceManfred Jaeger. [doi]
- Graphical Models to Causal Discovery from DataLuis M. de Campos, José A. Gámez, Jose Miguel Puerta. [doi]
- Approximate Solutions of Complex Influence Diagrams through MCMC MethodsMiguel A. Virto, Jacinto Martín, David Ríos Insua, Arminda Moreno-Díaz. [doi]
- Cooperative Verification of Agent InterfaceY. Xiang, X. Chen. [doi]