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Results for tags: bayesian reasoning

Publications

12 Refereed Publications

2010

1. "A Practical Tool for Uncertainty in OWL Ontologies", Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, February 2010.

2008

2. "An Efficient Method for Probabilistic Knowledge Integration", Proceedings of The 20th IEEE International Conference on Tools with Artificial Intelligence, November 2008, 1326 downloads, 2 citations.

2006

3. "Belief Update in Bayesian Networks Using Uncertain Evidence", Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), November 2006, 2280 downloads.

4. "Semantic-Linked Bayesian Networks: A Framework for Bayesian Network Mapping", University of Maryland, Baltimore County, August 2006.

2005

5. "BayesOWL: A Probabilistic Framework for Semantic Web", University of Maryland, Baltimore County, December 2005, 6760 downloads, 10 citations.

6. "A Bayesian Network Approach to Ontology Mapping", Proceedings of the Fourth International Semantic Web Conference, November 2005, 3582 downloads, 91 citations.

7. "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", Soft Computing in Ontologies and Semantic Web, October 2005, 2415 downloads, 48 citations.

8. "Modifying Bayesian Networks by Probability Constraints", Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 2052 downloads, 18 citations.

9. "A Bayesian Methodology towards Automatic Ontology Mapping", Proceedings of the AAAI-05 C&O Workshop on Contexts and Ontologies: Theory, Practice and Applications, July 2005, 4282 downloads, 20 citations.

2004

10. "A Bayesian Approach to Uncertainty Modeling in OWL Ontology", Proceedings of the International Conference on Advances in Intelligent Systems - Theory and Applications, November 2004, 3108 downloads, 2 citations.

11. "A Bayesian network based framework for multi-criteria decision making", Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 2004, 6899 downloads, 18 citations.

12. "A Probabilistic Extension to Ontology Language OWL", Proceedings of the 37th Hawaii International Conference On System Sciences (HICSS-37)., January 2004, 5137 downloads, 154 citations.


 
 
Additional Resources

Presentation

1. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web (pdf)

Executable

1. BayesOWL binary file

Source Code

1. BayesOWL source file

Presentation

1. Semantically-Linked Bayesian Networks
 
 
Events

1. Semantically-Linked Bayesian Networks: A Framework for Probabilistic Inference Over Multiple Bayesian Networks
    on Wednesday, August 02, 2006 from 01:00PM to 03:00PM.

2. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
    on Monday, December 05, 2005 from 08:00AM to 11:00AM.


 
 

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