Georgiy M. Levchuk

Affiliations:
  • Aptima, Woburn, MA, USA
  • University of Connecticut, Storrs, CT, USA


According to our database1, Georgiy M. Levchuk authored at least 22 papers between 2000 and 2019.

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Bibliography

2019
Aligning Teams to the Future: Adapting Human-Machine Teams via Free Energy.
Proceedings of the Intelligent Human Systems Integration 2019, 2019

2018
Active Inference in Multi-Agent Systems: Context-Driven Collaboration and Decentralized Purpose-Driven Team Adaptation.
Proceedings of the 2018 AAAI Spring Symposia, 2018

2017
Anomaly detection on bipartite graphs for cyber situational awareness and threat detection.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Deriving cyber use cases from graph projections of cyber data represented as bipartite graphs.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015
Activity Recognition Applications from Contextual Video-Text Fusion.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015

Probabilistic graphical models for multi-source fusion from text sources.
Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015

Robust collaborative learning by multi-agents.
Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015

2012
A Probabilistic Computational Model for Identifying Organizational Structures from Uncertain Activity Data.
J. Adv. Inf. Fusion, 2012

Learning and Detecting Patterns in Multi-Attributed Network Data.
Proceedings of the Social Networks and Social Contagion, 2012

2009
Capturing and Building Expertise in Virtual Worlds.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009

2008
A Markov Decision Problem Approach to Goal Attainment.
IEEE Trans. Syst. Man Cybern. Part A, 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, 2008

2007
A Probabilistic computational model for identifying organizational structures from uncertain message data.
Proceedings of the 10th International Conference on Information Fusion, 2007

2006
Normative framework and computational models for simulating and assessing command and control processes.
Simul. Model. Pract. Theory, 2006

2004
Normative design of project-based organizations-Part III: modeling congruent, robust, and adaptive organizations.
IEEE Trans. Syst. Man Cybern. Part A, 2004

Fast optimal and suboptimal any-time algorithms for CDMA multiuser detection based on branch and bound.
IEEE Trans. Commun., 2004

2003
Optimal grouping algorithm for a group decision feedback detector in synchronous CDMA communications.
IEEE Trans. Commun., 2003

2002
Normative design of organizations. II. Organizational structure.
IEEE Trans. Syst. Man Cybern. Part A, 2002

Normative design of organizations. I. Mission planning.
IEEE Trans. Syst. Man Cybern. Part A, 2002

2001
Design and analysis of robust and adaptive organizations.
Proceedings of the IEEE International Conference on Systems, 2001

2000
Optimization algorithms in organizational design: optimality and complexity.
Proceedings of the IEEE International Conference on Systems, 2000

A class of coordinate descent methods for multiuser detection.
Proceedings of the IEEE International Conference on Acoustics, 2000


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