J.S. Ide and F.G. Cozman. Approximate Inference in Credal Networks by Variational Mean Field
Methods . Proceedings of the 4th International Symposium on Imprecise Probabilities and
Their Applications (ISIPTA'05), Brightdocs, Pittsburgh, Pennsylvania, 2005.  (pdf - 308KB ). (to be published).

J.S. Ide and F.G. Cozman. Set-based Variational Methods in Credal Networks: the SV2U Algorithm. Anais do XXV Congresso da Sociedade Brasileira de Computação , São Leopoldo, Rio Grande do Sul, Brazil, 2005.(pdf - 137KB ). (to be published).

J.S. Ide and F.G. Cozman . IPE and L2U: Approximate Algorithms for Credal Networks. Proceedings of the Second Starting AI Researchers' Symposium (STAIRS-04, hold jointly with ECAI-04), IOS Press, Amsterdam, p. 118-127, 2004. ( pdf - 128KB ). Outstanding paper award!

J.S. Ide, F.G. Cozman and F.T. Ramos . Generating Random Bayesian Networks with Constraints on Induced Width . Proceedings of the 16th European Conference on Artificial Intelligence (ECAI-04), IOS Press, Amsterdam, p. 323-327, 2004.  ( pdf - 240KB )

F.G. Cozman, C.P. Campos, J.S. Ide and J.C. Rocha. Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assessments.  Proceedings of the 20th Annual Conference on Uncertainty in Artificial Intelligence (UAI-04), Morgan Kaufmann Publishers , San Francisco, CA, p. 104-111, 2004. ( ps - 262KB )

J.S. Ide and F.G. Cozman. Algoritmos aproximados para redes credais. Workshop de Teses e Dissertações em IA (WTDIA2004), Maranhão, Brazil, 2004. ( pdf - 149KB)

J.S. Ide and F.G. Cozman. Generation of Random Bayesian Networks with Constraints on Induced Width, with Applications to the Average Analysis od d-Connectivity, Quasi-random Sampling, and Loopy Propagation . University of São Paulo. Technical Report June 2003. (pdf - 320KB )

J.S. Ide. Geração de Redes Bayesianas Uniformemente Distribuídas . Masters thesis, Department of Mechatronic Engineering, São Paulo University, 2002. ( Dissertation in portuguese - 1.2MB)

J.S. Ide and F.G. Cozman. Generating Random Bayesian Networks . Proceedings on 16th Brazilian Symposium on Artificial Intelligence (SBIA 2002) , Advances in Artificial Intelligence, Springer-Verlag, Berlin, p. 366-375, November, 2002. ( Paper in pdf - 369KB)

J.S. Ide and F.G. Cozman. Testing MCMC algorithms with randomly generated Bayesian networks. Workshop de Teses e Dissertações em IA (WTDIA2002), Recife, Pernambuco, Brazil, 2002. ( Paper in pdf - 311KB)

F.T. Ramos, F.G. Cozman, J.S. Ide. Embedded Bayesian Networks: Anyspace, Anytime Probabilistic Inference. AAAI/KDD/UAI-2002 Joint Workshop on Real-Time Decision Support and Diagnosis Systems, 2002. ( Paper in ps - 361KB)

J.S. Ide and F.G. Cozman. Geração de redes Bayesianas por Metropolis-Hastings. Simpósio Nacional de Probabilidade e Estatística (SINAPE2002), Águas de Lindóia, São Paulo, Brazil, 2002. ( Poster in portuguese - 264KB)

J.S. Ide and F.G. Cozman. Raciocínio Probabilístico em Sistemas Embarcados. Anais do XXI Congresso da Sociedade Brasileira de Computação , Fortaleza: Ed. Ana Teresa Martins, 2001.( Paper in portuguese pdf-167KB)