Multi-entity Bayesian networks for situation assessment

Proceedings of the 5th International Conference on Information Fusion, FUSION 2002

Volumn 2, Issue , 2002, Pages 804-811

  Wright, E ^a   Mahoney, S ^a   Laskey, K ^a   Takikawa, M ^a   Levitt, T ^a  

^a Information Extraction and Transport Inc   (United States)

Author keywords

Bayesian Networks; hypothesis management; multi entity Bayesian Networks; situation assessment

Indexed keywords

CALCULATIONS; ENCODING (SYMBOLS); INFORMATION FUSION;

DOMAIN KNOWLEDGE; EXPERT KNOWLEDGE; HYPOTHESIS MANAGEMENT; INCOMPLETE OBSERVATION; MULTI-ENTITY BAYESIAN NETWORKS; REUSABLE KNOWLEDGE; SITUATION ASSESSMENT; TOP-DOWN CONTROL;

BAYESIAN NETWORKS;

EID: 70449422920     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2002.1020889     Document Type: Conference Paper

References (9)

1. Pearl, J., Probabilistic Reasoning in Intelligent Systems. 1988, San Mateo, CA: Morgan Kaufmann.
2. Jensen, F. V., An Introduction to BNs. 1997, New York: Springer-Verlag.
3. Pradhan, M., G. Provan, B. Middleton, and M. Henrion. Knowledge Engineering for Large BNs. in Uncertainty in Artificial Intelligence. 1994. San Francisco, C A: Morgan Kaufmann.
4. Laskey, K. B. and S. M. Mahoney. Network Fragments: Representing Knowledge for Constructing Probabilistic Models, in Uncertainty in Artificial Intelligence. 1997. San Francisco, CA: Morgan Kaufmann.
5. Li, Z. and B. D'Ambrosio, Efficient inference in Bayes Networks as a combinatorial optimization problem. International Journal of Approximate Reasoning, 1994. 11: p. 55-81.
6. Laskey, KB., Multi-Entity BNs: A Logic for Plausible Reasoning. Unpublished Draft. 2002, George Mason University: Fairfax, VA
7. D'Ambrosio, B., M. Takikawa, D. Upper, J, Fitzgerald, and S. M. Mahoney. Security Situation Assessment and Response Evaluation (SSARE). in DISCEX-U. 2001. Los Angeles, CA.
8. Wright, E., S. M. Mahoney, and K. B. Laskey. Use of Domain Knowledge Models to Recognize Cooperative Force Activities, in Proc. 2001 MSS National Symposium on Sensor and Data Fusion. 2001. San Diego, CA
9. Mahoney, S. M., K. B. Laskey, E. Wright, and K. C. Ng. Measuring Performance for Situation Assessment, in 2000 MSS National Symposium on Sensor and Data Fusion. 2000. San Antonio, TX.