Situation assessment via Bayesian belief networks

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

Volumn 1, Issue , 2002, Pages 664-671

  Das, Subrata ^a   Grey, Rachel ^a   Gonsalves, Paul ^a  

^a CHARLES RIVER ANALYTICS   (United States)

Author keywords

Belief Networks; Fusion; Situation Assessment

Indexed keywords

DECISION THEORY; FUSION REACTIONS; INFORMATION FUSION;

CAUSAL RELATIONSHIPS; HIERARCHICAL ORGANIZATIONS; IN-HOUSE SOFTWARE; LEVEL 2 FUSIONS; LEVELS OF ABSTRACTION; NETWORKED COMPUTERS; SITUATION ASSESSMENT;

BAYESIAN NETWORKS;

EID: 84901426789     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2002.1021218     Document Type: Conference Paper

References (16)

1. Steinberg, A., C. Bowman, and F. White. Revisions to the JDL Data Fusion Model, in Joint NATO/IRIS Conference. 1998. Quebec, Canada.
2. Waltz, E. and J. Llinas, Multisensor Data Fusion. 1990, Norwood, MA: Artech House, Inc.
3. Das, S., et al. Information Management and Battlefield Visualization (IMBV). in Program Briefing for ARL Ft. Huachuca (M. Barnes). 2000. Ft Huachuca, AZ.
4. Das, S., E. Hudlicka, and G. Zacharias, A VID: Agent for Visualization and Intelligent Decision-aiding,. 1998, Charles River Analytics: Cambridge, MA.
5. Das, S. and D. Grecu. COGENT: Cognitive Agent to Amplify Human Perception and Cognition, in Proceedings of the 4th International Conference on Autonomous Agents. 2000. Barcelona, Spain.
6. Hanson, M.L. On-Line Situation Assessment for Unmanned Air Vehicles, in FLAIRS-01. 2001. FL.
7. Das, S., R. Grey, and M. Buckley, Situation Assessment Fuselet for the Aggregation of Retrieved Information (SAFARI),. 2002, Charles River Analytics: Cambridge.
8. Conover, F. and V. Combs, AFRL JBI Jini-Based Publication and Subscription Services User's Manual,. 2001, AFRL.
9. Pearl, J., Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. 1988, San Mateo, CA: Morgan Kaufmann.
10. Pearl, J., Fusion, Propagation, and Structuring in Belief Networks. Artificial Intelligence, 1986. 29(3): p. 241-288.
11. Lauritzen, S.L. and D.J. Spiegelhalter, Local Computation with Probabilities in Graphical Structures and Their Applications to Expert Systems. Journal of the Royal Statistical Society B, 1988. 50(2).
12. Henrion, M., Some Practical Issues in Constructing Belief Networks, in Uncertainty in Artificial Intelligence 3, L. Kanal, T. Levitt, and J. Lemmer, Editors. 1989, Elsevier Science Publishers: North Holland, p. 161-173.
13. Harper, K.A., S.S. Mulgund, and G.L. Zacharias. SAMPLE: Situation Awareness Model for Pilot-in-the-Loop Evaluation, in 9th Conference on Computer Generated Forces and Behavioral Representation. 2000. Orlando, FL.
14. http://www.hugin.com/ProductsJServices/Products/Commercial/Explorer/, 2001.
15. http://www.norsys.com/netica.html. 2002.
16. Jensen, F.V., Bayesian Networks Basics,. 1996: Aalborg University, Denmark.