Publications

Here are the main publications related to UnBBayes:

• Carvalho, Rommel N.; Laskey, Kathryn B.; Costa, Paulo Cesar G.; Ladeira, Marcelo; Santos, Laecio L.; Matsumoto, Shou (2010)
  UnBBayes: Modeling Uncertainty for Plausible Reasoning in the Semantic Web.
  Chapter in Semantic Web. 1-28.
  Gang Wu (Ed.)
  ISBN 978-953-7619-54-1
  IntechWeb, Croatia. January, 2010.
  http://sciyo.com/books/show/title/semantic-web?PHPSESSID=gkrvuf0ttf0q2gvgdp2cq4bet2
• Carvalho, Rommel N.; Laskey, Kathryn B.; Costa, Paulo Cesar G.; Ladeira, Marcelo; Santos, Laecio L.; Matsumoto, Shou (2009)
  Probabilistic Ontology and Knowledge Fusion for Procurement Fraud Detection in Brazil.
  In Proceedings of the 5th Uncertainty Reasoning for the Semantic Web (URSW 2009) on
  the 8th International Semantic Web Conference (ISWC 2009).
  Chantilly, Virginia, USA, 2009.
  http://data.semanticweb.org/workshop/ursw/2009/paper/main/5/html
• Carvalho, Rommel N.; Chang, Kuo-Chu (2009)
  A Performance Evaluation Tool for Multi-Sensor Classification Systems.
  In Proceedings of the 12th International Conference on Information Fusion (FUISION 2009). Seattle, Washington, USA. July 6-9, 2009.
  Best Student Paper Award
  http://isif.org/fusion2009.htm
• Costa, Paulo Cesar G.; Laskey, Kathryn B.; Chang, Kuo-Chu; Carvalho, Rommel N. (2009)
  A Multi-Disciplinary Approach to High Level Fusion in Predictive Situational Awareness Presentation.
  In Proceedings of the 12th International Conference on Information Fusion (FUISION 2009). Seattle, Washington, USA. July 6-9, 2009.
  http://isif.org/fusion2009.htm
• Costa, Paulo Cesar G.; Carvalho, Rommel N.; Santos, Laecio L.; Matsumoto, Shou; Ladeira, Marcelo; Laskey, Kathryn B. (2008)
  A First-Order Bayesian Tool for Probabilistic Ontologies.
  In Proceedings of the 13th Uncertain Reasoning Special Track (UR'2008) at the 21st International Florida Artificial Intelligence Research Society Conference (FLAIRS-21). Coconut Grove, Florida, USA. May 15-17, 2008.
  Published by The AAAI Press, Menlo Park, California, USA, 631-637.
  http://www.aaai.org/Library/FLAIRS/flairs08contents.php
• Carvalho, Rommel N.; Santos, Laecio L.; Matsumoto, Shou; Ladeira, Marcelo; Costa, Paulo Cesar G. (2008)
  UnBBayes-MEBN: Comments on Implementing a Probabilistic Ontology Tool.
  In IADIS Applied Computing 2008 conference. Algarve, Portugal. April 10-13, 2008.
  http://www2.computer.org/portal/web/csdl/doi/10.1109/ISDA.2007.127
• Carvalho, Rommel N.; Santos, Laecio L.; Matsumoto, Shou; Ladeira, Marcelo; Costa, Paulo Cesar G. (2008)
  A GUI Tool for Plausible Reasoning in the Semantic Web Using MEBN.
  Chapter in Innovative Applications in Data Mining.
  Studies in Computational Science, Vol. 169/2009, pp. 17-45.
  Springer-Verlag: Berlin/Heidelberg.
  http://www.springer.com/engineering/book/978-3-540-88044-8?detailsPage=toc
• Carvalho, Rommel N.; Santos, Laecio L.; Ladeira, Marcelo; Costa, Paulo Cesar G. (2007)
  A GUI Tool for Plausible Reasoning in the Semantic Web using MEBN.
  In Seventh International Conference on Intelligent Systems Design and Applications (ISDA). Rio de Janeiro, Brazil.
  http://csdl2.computer.org/persagen/DLAbsToc.jsp?resourcePath=/dl/proceedings/isda/&toc=comp/proceedings/isda/2007/2976/00/2976toc.xml&PageNumber=381
• Matsumoto, Shou; Carvalho, Rommel N.; Santos, Laecio L.; Ladeira, Marcelo; Costa, Paulo Cesar G. (2007)
  Consistency Algorithm for MEBN.
  In 4o Congresso de Iniciacao Cientifica do DF, and XIII Congresso de Iniciacao Cientifica da UnB. University of Brasilia - UnB, Universitary Center of Brasilia - UniCEUB, and Research and Education Fundation in Health Science of the Federal District - FEPECS/ESCS: Brasilia, Brazil.
• Santos, Laecio L.; Carvalho, Rommel N.; Matsumoto, Shou; Ladeira, Marcelo; Costa, Paulo Cesar G.; Tiussi, Bruno S. (2007)
  GUI for Creating MEBN.
  In 4o Congresso de Iniciacao Cientifica do DF, and XIII Congresso de Iniciacao Cientifica da UnB. University of Brasilia - UnB, Universitary Center of Brasilia - UniCEUB, and Research and Education Fundation in Health Science of the Federal District - FEPECS/ESCS: Brasilia, Brazil.
• Fernandes, Cleuber M.; da Silva, Wagner T.; Ladeira, Marcelo (2004)
  An Algorithm to Handle Structural Uncertainties in Learning Bayesian Network.
  In JIISIC 2004.
  http://grise.upm.es/rearviewmirror/conferencias/jiisic04/Papers/32.pdf
• Fernandes, Cleuber M.; da Silva, Wagner T.; Ladeira, Marcelo (2004)
  Based solution in Bayesian Networks for Prevention of Frauds in Credit Cards.
  In Brazilian Symposium of Information Systems, Porto Alegre, Brazil.
• Fernandes, Cleuber M.; da Silva, Wagner T.; Ladeira, Marcelo (2003)
  Structural Learning in Bayesian Networks Using Small Data sets.   M.Sc. thesis, Dept. of Computer Science, University of Brasilia. Brasilia, DF, Brazil.
• Carvalho, Rommel N.; Ladeira, Marcelo; Teixeira, Raphael S.; Martins, Thelmo E. S.; Domingues, Bruno G. P. (2003)
  UnBBayes with support for intranet/internet and wireless devices - UnBBayesServer.
  In 9o Congresso de Iniciacao Cientifica da UnB. University of Brasilia. Brasilia, DF, Brazil.
• Carvalho, Rommel N.; Onishi, Michael S. (2003)
  Framework and API for Intelligent Systems Design Based on Influence Diagram and Multiply Sectioned Bayesian Network.
  Graduation Project, Department of Computer Science.
  University of Brasilia: Brasilia, Brazil.
• Ladeira, Marcelo; Carvalho, Rommel N.; Silva, Danilo C.; Vieira, Mario H. P,; Onishi, Michael S.; Silva, Wagner T. (2003)
  Open and Platform Independent Tool For Probabilistic Networks.
  In Anais do XXIII Congresso da Sociedade Brasileira de Computacao, 2003. v. I, p. 220-220. Campinas, SP, Brazil.
• Ladeira, Marcelo; Vicari, Rosa M.; Coelho, Helder (2002)
  Multiagent Bayesian Networks (Redes Bayesianas Muiltiagentes) In Sociedade Brasileira de Computacao, Revista Eletronica de Iniciacao Científica.
  ISSN 1519-8219.
  Year II, Volume II, Number I, March, 2002.
  http://www.sbc.org.br/reic/edicoes/2002e1/tutoriais/Edicao_Marco_2002_Artigo13_Resumo.htm
• Carvalho, Rommel N.; Onishi, Michael S.; Ladeira, Marcelo (2002)
  Development of the Java version of the UnBBayes Framework for probabilistic reasoning.
  In Congresso de Iniciacao Cientifica da UnB. University of Brasilia: Brasilia, DF, Brazil.