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Georgiy Levchuk – Publications

Georgiy Levchuk – Publications

Additional Publications

Levchuk, G., Bobick, A., & Jones, E. (2010). Activity and function recognition for moving and static objects in urban environments from wide-area persistent surveillance inputs. Proceedings of the SPIE Defense, Security, and Sensing Conference.

Levchuk, G., Colonna-Romano, J., & Pattipati, K. (2010). Adaptive automated opposing forces for urban operations training. Proceedings of the Interservice/Industry Training, Simulation, and Education Conference (I/ITSEC). Arlington, VA: NDIA.

Salter, W., Yohai, I., Levchuk, G., & Skarin B. (2010). Data problems for cross-cultural decision making. Proceedings of the 1st International Conference on Cross-Cultural Decision Making, Miami, FL.

Freeman, J., MacMillan, J., Levchuk, G., Grande, D., Skarin, B., & Paley, M. (2009) Computational models of social systems: Red, green, & blue. West Point Global Leadership Conference. West Point, NY. March 25-27, 2009.

Freeman, J., Stacy, W., Levchuk, G., & Colonna-Romano, J. (2009). Adapting training objectives & environments to improve learning. Army Research Institute Workshop on Adaptive Training Technologies. Charleston, SC. March 4-6, 2009.

Freeman, J., Stacy, W., Levchuk, G., Colonna-Romano, J., & Shebilske, W. (2009). Techniques and technologies for optimizing instructional strategy. Proceedings of the 24th Annual SIOP (Society for Industrial Organizational Psychology) Conference. New Orleans, LA, 2-4 April 2009.

Freeman, J., Stacy, W., MacMillan, J., Carlin, A., & Levchuk, G. (2009). Capturing and building adaptive expertise in virtual worlds. Proceedings of Human Computer Interaction International 2009. San Diego, CA, 19-24 July 2009.

Levchuk, G., Galster, S., & Pattipati, K. (2009). Developing automated intelligence collection plans from probabilistic behavior estimates. Proceedings of the 14th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Grande, D., & Artis, S. (2009). Socio-technical System Monitoring to Support Enhanced C2 Agility. Proceedings of the 14th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Mendoza-Schrock, O., & Shebilske, W. (2009). Adversarial behavior recognition from layered and persistent sensing systems. Proceedings of SPIE Defense and Security Symposium, Orlando, FL.

Levchuk, G., Schurr, N., Grande, D., & Stacy, W. (2009). Future C2 architecture for distributed execution: A case study of intelligent particles. Proceedings of the 14th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Skarin, B., & Pattipati, K. (2009). Identifying critical resources and operations of the adversaries from incomplete data. Proceedings of the 14th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Shebilske, W., Gildea, K., Freeman, J., & Levchuk, G. (2009). Optimizing instructional feedback strategies: A Benchmarked Experiential System for Training (BEST). Theoretical Issues in Ergonomic Science, Special Issue on Optimizing Virtual Training Systems, 10(3), 267-278.

Meirina, C., Levchuk, Y., Levchuk, G., & Pattipati, K. (2008). A Markov Decision Problem approach to goal attainment. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 38(1), 116-132.

Han, X., Pattipati, K., Park, C., & Levchuk, G. (2008). Organizational structure Identification using a hidden Markov random field model and a novel algorithm for quadratic assignment problem. Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Singapore.

Grande, D., Levchuk, G., Stacy, W., & Kruger, M. (2008). Identification of adversarial activities: Profiling latent uses of facilities from structural data and real-time intelligence. Proceedings of the 13th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Skarin, B., Pattipati, K., & Serfaty, D. (2008). SECURE: Stochastic Enhanced Control of Unstable Regional Environments. Proceedings of the 13th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Grande, D., Pattipati, K., Levchuk, Y., & Kott, A. (2008). Mission plan recognition: Developing smart automated opposing forces for battlefield simulations and intelligence analyses. Proceedings of the 13th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Lea, D., & Pattipati, K. (2008). Recognition of coordinated adversarial behaviors from multi-source information. Proceedings of SPIE Defense and Security Symposium, Volume 6943.

Gildea, K., Levchuk, G., Freeman, J., Narakesari, S., & Shebilske, W. (2007). BEST: A benchmarked experiential system for training. Proceedings of the 12th International Command & Control Research & Technology Symposium, Newport, RI.

Shebilske, W., Gildea, K., Levchuk, G., & Freeman, J. (2007). Training experienced teams for new experiences. Proceedings of the Human Factors and Ergonomics Society 51st Annual Meeting. Santa Monica, CA: HFES.

Yu, F., Levchuk, G., Pattipati, K., & Tu, F. (2007). A probabilistic computational model for identifying organizational structures from uncertain message data. Proceedings of the 10th International Conference on Information Fusion, Quebec City, Canada.

Entin, E., Grier, R., Jefferson, T. & Levchuk, G. (2007). Identifying the enemy – Part II: Algorithms versus human analysts. Proceedings of the 12th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Grier, R. A., Entin, E. E., Jefferson, T., & Levchuck, G. (2007). NetSTAR: An intelligence analysis decision aid. Proceedings of 2007 Human Systems Integration Symposium, Annapolis, MD.

Levchuk, G. M., Gildea, K., Freeman, J., Shebilske, W., Alakke, G., & Narakesari, S. (2007). A Benchmarked Experiential System for Training (BEST) for optimizing instruction. Proceedings of the 12th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Yu, F., Meirina, C., Singh, S., Levchuk, Y., Pattipati, K., Willett, P., & Kelton, K. (2007). Learning from the enemy: Approaches to identifying and modeling the hidden enemy organization. In A. Kott (Ed.), Information warfare and organizational decision-making. Norwood, MA: Artech House.

Levchuk, Y., Levchuk, G., Meirina, C., Ruan, S., Pattipati, K., & Kleinman, D. (2007). Organizational armor: Design of attack-resistant organizations. In A. Kott (Ed.), Information warfare and organizational decision-making. Norwoord, MA: Artech House.

Levchuk., G., Yu, F., Tu, H., Pattipati, K., Levchuk, Y., & Entin, E. (2007). Identifying the enemy – Part I: Automated network identification model. Proceedings of the 12th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Meirina, C., Levchuk, G. M., Ruan, S., Pattipati, K. R., & Popp, R. L. (2006). Normative framework and computational models for simulating and assessing command and control processes [Special issue]. Simulation Modeling Practice and Theory, 14(4), 454-479.

Levchuk, G., Levchuk, Y., Weil, S. A., & Pattipati, K. (2006). PERSUADE: Modeling framework for the design of modular Army organizations. Proceedings of the 2006 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, Y., Levchuk, G., Grier, R., Weil, S. A., & Serfaty, D. (2006). Empirically-driven analysis for model-driven experimentation: From lab to sea and back again (Part 2). Proceedings of the 2006 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., & Chopra, K. (2005). NetSTAR: Identification of network structure, tasks, activities, and roles from communications. Proceedings of the 10th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Chopra, K., Levchuk, Y., & Paley, M. (2005). Model-based organization manning, strategy, and structure design via Team Optimal Design (TOD) methodology. Proceedings of the 10th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Paley, M., Levchuk, Y., & Clark, D. (2005). Modeling, simulation, and experimentation for the E-10 command and control aircraft. Proceedings of the Organizational Design and Management (ODAM) VIII Special 20th Aloha Anniversary Symposium, Maui, HI.

Popp, R. L., Levchuk, G., Serfaty, D., Allen, D., Meirina, C., Yu, F., Ruan, S., Pattipati, K.R., & Lazaroff, M. (2005). SPEYES: Sensing and Patrolling Enablers Yielding Effective SASO. Proceedings of the 2005 IEEE Aerospace Conference, Big Sky, MT.

Weil, S. A., Levchuk, G., Downes-Martin, S., Diedrich, F. J., Entin, E. E., See, K. E., & Serfaty, D. (2005). Supporting organizational change in command and control: Approaches and metrics. Proceedings of the 2005 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Muthard, E. K., & Wickens, C. D. (2005). The contaminating influence of display size on flight control, risk assessment, and route selection. Proceedings of the Human Factors and Ergonomics Society 48th Annual Meeting. Santa Monica, CA: HFES.

Meirina, C., Yu, F., Ruan, S., Levchuk, G., Pattipati, K., Kleinman, D., & Popp, R. (2005). Optimization-based agent simulations for evaluating the SPEYES system. Proceedings of the 10th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Meirina, C., Pattipati, K.R., & Kleinman, D.L. (2004). Normative design of project-based organizations: Part III – Modeling congruent, robust and adaptive organizations. IEEE Trans. on SMC: Part A: Systems and Humans, 34(3), 337-350.

Levchuk, G. M., Yu, F., Levchuk, Y., & Pattipati, K. R. (2004). Networks of decision-making and communicating agents: A new methodology for design and evaluation of organizational strategies and heterarchical structures. Proceedings of the 9th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP). Winner: Best Paper Award.

Yu, F., Levchuk, G. M., & Pattipati, K. R. (2004). A novel congruent organizational design methodology using group technology and a multi-loop genetic algorithm. Proceedings of the 9th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Kleinman, D. L., Levchuk, G. M., Hutchins, S. G., & Kemple, W. G. (2003). Scenario design for the empirical testing of organizational congruence. Proceedings of the 8th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Feili Y., Pattipati, K. R., & Levchuk, Y. (2003). From hierarchies to heterarchies: Application of network optimization to design of organizational structures. Proceedings of the 8th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Kleinman, D. L., Ruan, S., & Pattipati, K.R. (2003). Congruence of human organizations and missions: Theory versus data. Proceedings of the 8th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Meirina, C., Levchuk, G. M., & Pattipati, K. R. (2003). A multi-agent decision framework for DDD-III environment. Proceedings of the 8th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G., Levchuk, Y., Pattipati, K. & Kleinman, D. (2002). Mapping flows onto networks to optimize organizational processes. Proceedings of the 2002 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Levchuk, Y. N., Luo, J., Pattipati, K.R., & Kleinman, D.L. (2002).Normative design of organizations – Part I: Mission planning. IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, 32(3), 346-359.

Levchuk, G. M., Levchuk, Y. N., Luo, J., Pattipati, K. R., & Kleinman, D. L. (2002).Normative design of organizations – Part II: Organizational structure. IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans, 32(3), 360-375.

Levchuk, Y., Levchuk, G., & Pattipati, K. (2002). A systematic approach to optimize organizations operating in uncertain environments: Design methodology and applications. Proceedings of the 7th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Meirina, C., Levchuk, Y., Levchuk, G., Pattipati, K., & Kleinman, D. (2002). Goal management in organizations: A Markov Decision Process (MDP) approach. Proceedings of the 2002 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Pattipati, K. R., Meirina, C., Pete, A., Levchuk, G., & Kleinman, D. L. (2002). Decision networks and command organizations. In A. P. Sage (Ed.), Systems Engineering and Management for Sustainable Development, Encyclopedia of Life Support Systems.

Levchuk, G. M., Meirina, C., Levchuk, Y. N., Pattipati, K.R., & Kleinman, D.L. (2001).Design and analysis of robust and adaptive organizations. Proceedings of the 6th International Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Luo, J., Pattipati, K., Willet, P., & Levchuk, G. (2001). Fast optimal and suboptimal any-time algorithms for CWMA multiuser detection. Proceedings of the IEEE International Symposium on Information Theory, Washington, DC.

Levchuk, G. M., Levchuk, Y. N., Luo, J., Tu, F., & Pattipati, K.R. (2000). A library of optimization algorithms for organizational design. Proceedings of the 2000 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, G. M., Luo, J., Levchuk, Y. N., & Pattipati, K.R. (2000). Optimization algorithms in organizational design: Optimality and complexity. Proceedings of the IEEE International Conference on System, Man and Cybernetics, Nashville, TN.

Luo, J., Levchuk, G., Pattipati, K., & Willett, P. (2000). A class of coordinate descent algorithm for multiuser detection. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Istanbul, Turkey.

Luo, J., Levchuk, G., Pattipati, K., & Willett, P. (2000). A fast optimal algorithm for CWMA multiuser detection. Proceedings of the IEEE Conference on Information Sciences and Systems.

Shlapak, Y., Luo, J., Levchuk, G. M., Fang, T., & Pattipati, K. R. (2000). A software environment for the design of organizational structures. Proceedings of the 2000 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).

Levchuk, Y. N., Luo J., Levchuk, G. M., Pattipati K. R., & Kleinman, D. L. (1999). A multi-functional software environment for modeling complex missions and devising adaptive organizations. Proceedings of the 1999 Command and Control Research and Technology Symposium. Washington, DC: The Command and Control Research Program (CCRP).