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Tags: uncertainty

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Past Projects

  1. Bayes OWL
  2. Policy-based Automated WAN Configuration and Management

Publications

2022

  1. M. Gaur, K. Gunaratna, S. Bhatt, and A. Sheth, "Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI", Article, IEEE Internet Computing, August 2022, 389 downloads.

2020

  1. R. Ayanzadeh, "Leveraging Artificial Intelligence to Advance Problem-Solving with Quantum Annealers", PhdThesis, University of Maryland, Baltimore County, May 2020, 830 downloads.

2019

  1. R. Ayanzadeh, M. Halem, and T. Finin, "Compressive Geospatial Analytics", InProceedings, American Geophysical Union, Fall Meeting 2019, December 2019.
  2. R. Ayanzadeh, S. Mousavi, M. Halem, and T. Finin, "Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty", Article, arXiv:1901.00088 [cs.IT], January 2019, 925 downloads.

2010

  1. Y. Peng, S. Zhang, and R. Pan, "Bayesian Network Reasoning with Uncertain Evidences", Article, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, June 2010, 2284 downloads.
  2. S. Zhang, Y. Sun, Y. Peng, and X. Wang, "A Practical Tool for Uncertainty in OWL Ontologies", InProceedings, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, February 2010.

2009

  1. S. Zhang, Y. Peng, and X. Wang, "BayesOWL: A Prototype System for Uncertainty in Semantic Web", InProceedings, Proceedings of the 2009 International Conference on Artificial Intelligence,, July 2009.
  2. S. Zhang, Y. Sun, Y. Peng, and X. Wang, "BayesOWL: A Prototype System for Uncertainty in Semantic Web", InProceedings, Proceedings of the International Conference on Artificial Intelligence, July 2009, 401 downloads.
  3. W. Li and A. Joshi, "Outlier Detection in Ad Hoc Networks Using Dempster-Shafer Theory", InProceedings, 10th International Conference on Mobile Data Management (MDM 2009), May 2009, 2113 downloads, 7 citations.

2008

  1. S. Zhang, Y. Peng, and X. Wang, "An Efficient Method for Probabilistic Knowledge Integration", InProceedings, Proceedings of The 20th IEEE International Conference on Tools with Artificial Intelligence, November 2008, 1977 downloads, 2 citations.

2007

  1. , "Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web", Proceedings, CEUR-WS.org, November 2007, 2261 downloads.
  2. Y. Peng, Z. Ding, R. Pan, Y. Yu, B. (. Kulvatunyou, N. Ivezik, A. Jones, and H. Cho, "A Probabilistic Framework for Semantic Similarity and Ontology Mapping", InProceedings, Proceedings of the 2007 Industrial Engineering Research Conference, May 2007, 2467 downloads.

2006

  1. R. Pan, Y. Peng, and Z. Ding, "Belief Update in Bayesian Networks Using Uncertain Evidence", InProceedings, Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), November 2006, 3775 downloads.
  2. R. Pan, "Semantic-Linked Bayesian Networks: A Framework for Bayesian Network Mapping", PhdThesis, University of Maryland, Baltimore County, August 2006.

2005

  1. Z. Ding, "BayesOWL: A Probabilistic Framework for Semantic Web", PhdThesis, University of Maryland, Baltimore County, December 2005, 9113 downloads, 10 citations.
  2. R. Pan, Z. Ding, Y. Yu, and Y. Peng, "A Bayesian Network Approach to Ontology Mapping", InProceedings, Proceedings of the Fourth International Semantic Web Conference, November 2005, 4625 downloads, 91 citations.
  3. Z. Ding, Y. Peng, and R. Pan, "BayesOWL: Uncertainty Modeling in Semantic Web Ontologies", InBook, Soft Computing in Ontologies and Semantic Web, October 2005, 3921 downloads, 48 citations.
  4. Y. Peng and Z. Ding, "Modifying Bayesian Networks by Probability Constraints", InProceedings, Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 2801 downloads, 18 citations.
  5. Z. Ding, Y. Peng, R. Pan, and Y. Yu, "A Bayesian Methodology towards Automatic Ontology Mapping", InProceedings, Proceedings of the AAAI-05 C&O Workshop on Contexts and Ontologies: Theory, Practice and Applications, July 2005, 5163 downloads, 20 citations.

2004

  1. Z. Ding, Y. Peng, and R. Pan, "A Bayesian Approach to Uncertainty Modeling in OWL Ontology", InProceedings, Proceedings of the International Conference on Advances in Intelligent Systems - Theory and Applications, November 2004, 4307 downloads, 2 citations.
  2. W. Watthayu and Y. Peng, "A Bayesian network based framework for multi-criteria decision making", InProceedings, Proceedings of the 17th International Conference on Multiple Criteria Decision Analysis, August 2004, 9086 downloads, 18 citations.
  3. Z. Ding and Y. Peng, "A Probabilistic Extension to Ontology Language OWL", InProceedings, Proceedings of the 37th Hawaii International Conference On System Sciences (HICSS-37)., January 2004, 6209 downloads, 154 citations.

2003

  1. A. Joshi and H. Shah, "Fuzzy Clustering for Intrusion Detection", InProceedings, Proceedings of the 12th IEEE International Conference on Fuzzy Systems, April 2003, 121 downloads, 51 citations.

2002

  1. S. Prasad, Y. Peng, and T. Finin, "Statement of Interest: A Tool For Mapping Concepts Between Two Ontologies", InProceedings, Proceedings of the AAAI Workshop on Ontologies and the Semantic Web, July 2002, 153 downloads.
  2. H. Chen and T. Finin, "Beyond Distributed AI, Agent Teamwork in Ubiquitous Computing", Article, Workshop on Ubiquitous Agents on Embedded, Wearable, and Mobile Devices, AAMAS-2002, July 2002, 3357 downloads, 9 citations.

1990

  1. S. Schocken and T. Finin, "Meta-interpreters for rule-based inference under uncertainty", Article, Decision Support Systems, April 1990, 1181 downloads.

1989

  1. S. Schocken and T. Finin, "Meta-Interpreters for Rule-Based Reasoning Under Uncertainty", TechReport, New York University, Information Systems Department, July 1989, 1509 downloads.

1987

  1. S. Schocken and T. Finin, "Prolog Meta-Interpreters for Rule-Based Inference Under Uncertainty", TechReport, New York University, September 1987, 330 downloads.

Executable

  1. BayesOWL binary file

Source Code

  1. BayesOWL source file

Presentation

  1. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
  2. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web (pdf)
  3. Semantically-Linked Bayesian Networks
  4. Uncertainty in Ontology Mapping: A Bayesian Perspective

Old News

  1. Zhongli Ding defends dissertation
    December 5, 2005

Old Events

  1. Towards Cooperative Autonomous Resilient Defenses in Cyberspace
    October 22, 2010
  2. Outlier Detection in Ad Hoc Networks Using Dempster-Shafer Theory
    May 6, 2009
  3. Learning the Semantic Meaning of a Concept from the Web
    August 3, 2006
  4. Semantically-Linked Bayesian Networks: A Framework for Probabilistic Inference Over Multiple Bayesian Networks
    August 2, 2006
  5. A Trust Based Framework for Secure Data Aggregation in Wireless Sensor Networks
    May 10, 2006
  6. Using Information Extraction to Automatically Generate Probabilistic Ontologies
    April 25, 2006
  7. BayesOWL: A Probabilistic Framework for Uncertainty in Semantic Web
    December 5, 2005
  8. BayesOWL
    November 3, 2004
  9. Uncertainty in Ontology Mapping: A Bayesian Perspective
    August 24, 2004
  10. META-LEVEL CONTROL IN BOUNDED-RATIONAL AGENTS
    December 1, 2003