Some computational approaches for situation assessment and impact assessment

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

Volumn 1, Issue , 2002, Pages 687-693

  Hinman, Michael L ^a  

^a AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

Bayesian Analysis; Fuzzy Logic; Genetic Algorithms; Impact Assessment; Information Fusion; Neural Networks; Situation Assessment; Threat Assessment; Threat Prediction

Indexed keywords

FUZZY LOGIC; GENETIC ALGORITHMS; INFORMATION FUSION; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS;

BAYESIAN ANALYSIS; IMPACT ASSESSMENTS; SITUATION ASSESSMENT; THREAT ASSESSMENT; THREAT PREDICTION;

BAYESIAN NETWORKS;

EID: 0242378180     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2002.1021221     Document Type: Conference Paper

References (17)

1. 3, Data Fusion Sub Panel, Naval Ocean Systems Center, San Diego, 1987.
2. A. Steinberg, C. Bowman, F. White, "Revisions to the JDL Data Fusion Model", Proc. Of the SPIE Sensor Fusion: Architectures, Algorithms, and Applications III, pp 430-441, 1999.
3. E. Waltz and J. Llinas, "Multisensor Data Fusion", Artech House, 1990.
4. R. Antony, "Principles of Data Fusion Automation", Artech House, 1995.
5. M. Hinman and J. Marcinkowski, "Final Results on Enhanced All Source Fusion", Proc. Of the SPIE Sensor Fusion: Architectures, Algorithms, and Applications IV, pp 389-396, 2000.
6. C. Burns, "A Knowledge Based Approach to Information Fusion", presentation to the Air Force Scientific Advisory Board, 2000.
7. K. Ross and R. Chaney, "Hidden Markov Models for Threat Prediction Fusion", Proc. Of the SPIE Sensor Fusion: Architectures, Algorithms, and Applications IV, pp 300-311, 2000.
8. G. Rogova, P. Losiewicz, and J Choi, "Connectionist Approach to Multiattribute Decision Making Under Uncertainty", AFRL-IF-RS-TR-1999-12, 2000.
9. Y. Pao, "Adaptive Pattern Recognition and Neural Networks", Addison-Wesley Publishing Co., 1989.
10. G. Shafer, "A Mathematical Theory of Evidence", Princeton, MIT Press, 1976.
11. W. Wright, "Artificial Neural Systems (ANS) Fusion Prototype", AFRL-IF-RS-TR-1998-126, 1998.
12. L. Zadeh, "Fuzzy Sets", Information and Control, Volume 8, pp 338-353, 1965.
13. P. Gonsalves, G. Rinkus, S. Das, and N. Ton, "A Hybrid Artificial Intelligence Architecture for Battlefield Information Fusion", Proc. Of the Second International Conference on Information Fusion, pp 463-468, 1999.
14. J. Holland, "Adaptation in Natural and Artificial Systems", Ann Arbor: The University of Michigan Press, 1975.
15. L. Davis (ed.), "Handbook of Genetic Algorithms", Van Nostrand Reinhold, 1991.
16. D. Goldberg, "Genetic Algorithms: In Search, Optimization, and Machine Learning", Addison Wesley Publishing Company, 1989.
17. J. Schlabach, C. Hayes, D. Goldberg, "SHAKA-GA: A Genetic Algorithm for Generating and Analyzing Battlefield Courses of Action (White Paper)", 1997.