Papers

UB (Conferences - Partial List)
 
Gross, G., Nagi, R. and Sambhoos, K. "Continuous Preservation of Situational Awareness through Incremental/Stochastic Graphical Methods," 14th International Conference on Information Fusion, Chicago, IL, 26-29 July 2011.
 
McMaster, D., Nagi, R. and Sambhoos, K. "Temporal Alignment in Soft Information Processing," 14th International Conference on Information Fusion, Chicago, IL, 26-29 July 2011.
 
Jenkins, M.P., Gross, G., Bisantz, A. and Nagi, R. "Towards context-aware hard/soft information fusion: Incorporating situationally qualified human observations into a fusion process for intelligence analysis," IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), Miami Beach, FL, 22-24 February, 2011.
 
Gross, G., Nagi, R. and Sambhoos, K. "Soft Information, Dirty Graphs and Uncertainty Representation/Processing for Situation Understanding," 13th International Conference on Information Fusion, Edinburgh, Scotland, 26-29 July 2010.
 
Llinas, J., Nagi, R., Hall, D. and Lavery, J. "A Multi-disciplinary University Research Initiative in Hard and Soft Information Fusion: Overview, Research Strategies and Initial Results," 13th International Conference on Information Fusion, Edinburgh, Scotland, 26-29 July 2010.
 
Gross, G., Nagi, R. and Sambhoos, K. "Situation Assessment: Uncertainty Representation in Inexact Graph Matching," 16th Industrial Engineering Research Conference, Cancun MX, June 2010.
 
Michael Kandefer and Stuart C. Shapiro (2011), Evaluating Spreading Activation for Soft Information Fusion, Proceedings of the 14th International Conference on Information Fusion (Fusion 2011), 498-505.
 
Michael Prentice and Stuart C. Shapiro, Using Propositional Graphs for Soft Information Fusion, Proceedings of the 14th International Conference on Information Fusion (Fusion 2011), 2011, 522-528.
 
Stuart C. Shapiro, The Jobs Puzzle: A Challenge for Logical Expressibility and Automated Reasoning. In Ernest Davis, Patrick Doherty, and Esra Erdem, Eds., Logical Formalizations of Commonsense Reasoning: Papers from the AAAI Spring Symposium, Technical Report SS-11-06, AAAI Press, Menlo Park, CA, 2011, 96-102.
 
UB (Journal Submitted)
 
Jenkins, M., Gross, G., Bisantz, A. and Nagi, R. "Towards Context Aware Data Fusion: Modeling and Integration of Situationally Qualified Human Observations into a Fusion Process for Intelligence Analysis," submitted IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, May 2011.
 
Tauer, G., Nagi, R. and Sudit, M. "The Graph Association Problem: Mathematical Models and a Lagrangian Heuristic," submitted toNaval Research Logistics, September 2011.
 
PSU
 
Yager, R. R., "A measure based approach to the fusion of possibilistic and probabilistic uncertainty," Fuzzy Optimization and Decision Making 10, 91-113, 2011.
 
Yager, R. R., "On the fusion of imprecise uncertainty measures using belief structures," Information Sciences 181, 3199-3209, 2011.
 
Yager, R. R., "Reasoning with doubly uncertain constraints," International Journal of Approximate Reasoning 52, 554-561, 2011
 
Yager, R. R., "Lexicographic ordinal OWA aggregation of multiple criteria," Information Fusion 11, 374-380, 2010
 
Yager, R. R., "Criteria satisfaction under measure based uncertainty," Fuzzy Optimization and Decision Making 9, 307-331, 2010.
 
Yager, R. R., "Cumulative distribution functions, p-boxes and decisions under risk," International J. of Knowledge Engineering and Soft Data Paradigms 2, 275-283, 2010.
 
Yager, R. R., "Validating criteria with imprecise data in the case of trapezoidal representations," Soft Computing Journal 15, 601-612, 2011
 
Yager, R. R., "On possibilistic and probabilistic information fusion," International Journal of Fuzzy Systems Applications 1(3), 1-14, 2011.
 
Yager, R. R., "On the fusion of possibilistic and probabilistic information in biometric decision-making," IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, at SSCI, 109-114, 2011
 
Yager, R. R., "Conditional approach to possibility-probability fusion," Technical Report #MII-3021 Machine Intelligence Institute, Iona, College, New Rochelle, NY.
 
TSU
 
Shirkhodaie, A., “Perceptual Semantic Labeling of Human-Vehicle Interactions (HVI)”, Second Annual Human and Light Vehicle Detection Workshop, Baltimore, MD, May, 2011.
 
Shirkhodaie, A., “Semantic Labeling of Human-Vehicle Interactions Via Acoustic Events Characterization and Inference,“Second Annual Human and Light Vehicle Detection Workshop, Baltimore, MD, May, 2011.
 
Elangovan V., and Shirkhodaie, A., “A Survey of Imagery Techniques for Semantic Labeling of Human-Vehicle Interactions in Persistent Surveillance Systems,“ in the SPIE Defense and Security Conference, Orlando, FL, 2011.
 
Shirkhodaie, A., Rababaah, A., Elangovan V., “Acoustic and Imagery Semantic Labeling and Fusion of Human-Vehicle Interactions,” in the SPIE Defense and Security Conference, Orlando, FL, 2011.
 
Elangovan V., and Shirkhodaie, A., “Context-Based Semantic Labeling of Human-Vehicle Interactions in Persistent Surveillance Systems,” in the SPIE Defense and Security Conference, Orlando, FL, 2011.
 
Elangovan ,V., Shirkhodaie, A., “Human Activity Discovery & Recognition based on State Transitions Modeling in Persistent Surveillance Systems,” in review for publication in the SPIE 2012 Electronic Imaging: Science and Technology, Algorithms and Systems VI, 22 - 26 January 2012, San Francisco, CA.
 
Rababaah, H., Shirkhodaie, A., "Twitter Web-service for Soft Agent Situation Reporting in Persistent Surveillance Systems", Cyber Security, Situation Management, and Impact Assessment 2010, Proceedings of SPIE Vol. 7709 (SPIE, Bellingham, WA 2010), paper number 7709A.
 
Shirkhodaie, A., Rababaah, H., "Multi-Layered Context Impact Modulation for Enhanced Focus of Attention of Situation Awareness in Persistent Surveillance Systems", Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications, Proceedings of SPIE Vol. 7710 (SPIE, Bellingham, WA 2010), paper number 7710.
 
Rababaah, H., Shirkhodaie, A., “Semantic Labeling of Non-stationary Acoustic Events in Persistent Surveillance System,” in the SPIE Photonic West, January 22-27, 2011, San Francisco, CA.
 
Elangovan ,V., Shirkhodaie, A., “Adaptive Characterization, Tracking, and Semantic Labeling of Human-Vehicle Interactions via Multi-modality Data Fusion Model,” in review for publication in the SPIE 2012 Electronic Imaging: Science and Technology, Algorithms and Systems VI, 22 - 26 January 2012, San Francisco, CA.
 
Alkilani ,A., Shirkhodaie, A., A Survey of Acoustic Techniques for Semantic Labeling of Human-Vehicle Interactions,” in review for publication in the SPIE 2012 Electronic Imaging: Science and Technology, Algorithms and Systems VI, 22 - 26 January 2012, San Francisco, CA.
 
Habibi, M., Shirkhodaie, A., “Survey of Visual Analytics for Adaptive Situation Awareness,” in review for publication in the SPIE 2012 Electronic Imaging: Science and Technology, Algorithms and Systems VI, 22 - 26 January 2012, San Francisco, CA