Moises Sudit
PhD
Chief Scientist
Research Topics
Information fusion, military operations research
- “A Spatial Hierarchical Similarity Measure for Geospatial Resolution in Event Coreference," submitted to Spatial Cognition and Computation: An Interdisciplinary Journal, co-authors: K. McConky and R. Nagi.
- “An Incremental Graph-Partitioning Algorithm for Entity Resolution," submitted to ACM Transactions on Knowledge Discovery from Data, co-authors: R. Nagi and G. Tauer.
- “Branch-and-Bound and LP-based techniques for solving the Discrete Network Design Problem in Transportation,” submitted to European Journal of Operational Research, co-authors: G.A. Garcia Llinas and R. Nagi.
- “Top‐down Driven Cyber Impact Assessment,” in A. Kott, R. Erbacher, and C. Wang (Eds.), Cyber Defense and Situational Awareness, Springer, 2015, co-authors: S.J. Yang and J. Holsopple.
- “Attack Projection for Predictive Cyber Situation Awareness,” in A. Kott, R. Erbacher, and C. Wang (Eds.), Cyber Defense and Situational Awareness, Springer, 2015, co-authors: S.J. Yang and J. Holsopple.
- “Mission Impact Assessment for Cyber Warfare,” in R. R. Yager, M. Z. Reformat, and N. Alajlan (Eds.), Intelligent Methods for Cyber Warfare, Springer, 2015, co-authors: S.J. Yang and J. Holsopple.
- “Discovering Patterns in Social Networks with Graph Matching Algorithms,” Social Computing, Behavioral-Cultural Modeling and Prediction Lecture Notes in Computer Science, Volume 7812, pp 341-349, 2013, co-authors: Kirk Ogaard, Heather Roy, Sue Kase, Rakesh Nagi and Kedar Sambhoos.
- “The Graph Association Problem: Mathematical Models and a Lagrangian Heuristic,” Naval Research Logistics, Volume 60, Issue 3, pages 251–268, April 2013,co-authors: R. Nagi, R. and G. Tauer.
- “On the Optimization of Information Workflow,” Dynamics of Information Systems: Mathematical Foundations, A. Sorokin, R.Murphey, M. Thai, and P.M. Pardalos (eds.), Springer, vol. 20, pp. 43 – 65, 2012, co-authors: M.J. Hirsch, R. Nagi, H. Ortiz-Pena and A. Stotz.
- “Enhancements to High Level Data Fusion Using Graph Matching and State Space Search,” Journal of Information Fusion, Vol. 11, Issue 4, Pages 351-364, October 2010, co-authors: R. Nagi, K. Sambhoos and A. Stotz.
- “Dynamic Creation of Social Networks for Syndromic Surveillance Using Information Fusion,” Advances in Social Computing, Vol. 6007/2010, pp. 330-337, 2010, co-authors: J. Holsopple, A. Stotz and S. Yang.
- “High Level Information Fusion for Tracking and Projection of Multistage Cyber Attacks,” Journal on Information Fusion, Special Issue on High-level Information Fusion and Situation Awareness, Vol. 10, No. 1, pp.107-121, January 2009, co-authors: S. J. Yang, A. Stotz, J. Holsopple and M. Kuhl.
- “The Effect of Multi-mode Operations to Routing and Scheduling on Wireless Sensor Networks,”, McGraw-Hill Handbook of Wireless Mesh and Sensor Networking, 2009, co-author: S.J. Yang.
- “Hierarchical Higher Level Data Fusion using Fuzzy Hamming and Hypercube clustering,” Journal of Advances in Information Fusion, 2008, Vol. 3, No. 2, pp. 90-106, co-authors: K. Sambhoos, R. Nagi and T. Rickard.
- “Priority-based Assignment and Routing of a Fleet of Unmanned Combat Aerial Vehicles,” Computers and Operations Research, Vol. 35, No. 6, pp. 1813-1828, 2008, co-authors: V.K. Shetty and R. Nagi.
- “INFERD and Entropy for Situational Awareness,” Journal of Advances in Information Fusion, Vol. 2, No. 1, 2007, co-authors: A. Stotz, M. Holender, T. Rickard and R. Yager.
- “Cellular Network Configuration with Co-channel and Adjacent Channel Interference Constraints,” Computers and Operations Research, Vol. 35, No. 12, 2008, pp. 3738-3757, co-authors: M. Akella, R. Batta, P. Rogerson and A. Blatt.
- “Data mining in an engineering design environment: OR applications from graph matching,” Computers and Operations Research, Vol. 33, No. 11, pp. 3150-3160, 2006, co-authors: C.J. Romanowski and R. Nagi.
- “Procedures for Solving Single-Pass Strip Layout Problems,” IIE Transactions, 26, 27-37, 1994, co-author: S. Joshi.
- “Paroid Search: Generic Local Combinatorial Optimization,” Discrete Applied Mathematics, 43, 155-174, 1993, co-author: R. Rardin.
- “Paroids: A Canonical Format for Combinatorial Optimization,” Discrete Applied Mathematics, 39, 37-56, 1992, co-author: R. Rardin.
- "The effect of decentralization and communication networks on a set of ISR-gathering assets," SPIE Sensing Technology+ Applications. International Society for Optics and Photonics, 2015, co-authors: H. Ortiz-Peña, M. Hirsch and M.Karwan.
- “Entity resolution using cloud computing,” SPIE Sensing Technology+ Applications,” International Society for Optics and Photonics, 2015, co-authors: A. James, G. Tauer, A. Czerniejewski, R.M. Brown, J. Hartloff and J. Chaves.
- "Combining human and machine processes (CHAMP)," SPIE Sensing Technology+ Applications. International Society for Optics and Photonics, 2015, co-authors: D. Sudit, and M. Hirsch.
- “Approximate SPARQL for Error Tolerant Queries on the DBpedia Knowledge Base,” Proceedings of ISIF/IEEE International Conference on Information Fusion, Istanbul, Turkey, July 2013, co-authors: G. Tauer, G. and R. Rudnicki.
- “Dynamic Graph Analytic Framework (DYGRAF) for Biosurveillance Support,” Proceedings of ISIF/IEEE International Conference on Information Fusion, Istanbul, Turkey, July 2013, co-authors: M.R. Margitus, and W.A.Tagliaferri.
- “A Multi-perspective Optimization Approach to UAV Resource Management for Littoral Surveillance,” Proceedings of ISIF/IEEE International Conference on Information Fusion, Istanbul, Turkey, July 2013, co-authors: H. Ortiz-Pena, M. Karwan, M. Hirsch and R. Nagi.
- “Searching Social Networks for Subgraph Patterns,” Proceedings SPIE Volume 8711, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense, June 2013, co-authors: K. Ogaard, S. Kase, H.Roy, R. Nagi and K. Sambhoos.
- “Representation of Potential Information Gain to Measure the Price of Anarchy on ISR Activities ,” Proceedings SPIE Volume 8758, Next-Generation Analyst, May 2013, co-authors: H. Ortiz-Pena, M. Karwan, M. Hirsch and R. Nagi.
- “Improving Event Co-reference By Context Extraction and Dynamic Feature Weighting,” Proceedings of IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), New Orleans, LA, 6-8 March 2012, co-authors: K. McConky, R. Nagi and W. Hughes
- “Significant Information Encapsulation and Valence Exploitation (SIEVE) for Discovery,” Proceedings of ISIF/IEEE International Conference on Information Fusion, Chicago, IL, July 2011, co-authors: G. Katz, K. McConky, R. Nagi and W. Rose.
- “Optimizing Collection Requirements Through Analysis of Plausible Impact,” Proceedings of ISIF/IEEE International Conference on Information Fusion, Chicago, IL, July 2011, co-authors: J. Holsopple, K. Tong and S. J. Yang,
- “A Dynamic Programming Approach for Nation Building Problems,” Proceedings 17th Industrial Engineering Research Conference, Reno, NV, May 2011, co-authors: R. Nagi and G. Tauer.
- “From Information Needs to Information Gathering: A System Optimization Perspective to ISR Synchronization,” Proceedings SPIE Vol. 8389 Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR III, May 2012, co-authors: M. Dawson, J. Fink, T. Hanratty, E. Heilman, R. Nagi, H. Ortiz-Peña and D. Tuttle.
- “Automating Battlefield Event Reporting Using Conceptual Spaces to Process Speaker Independent Speech Recognition Data,” Proceedings of IEEE Workshop on Situation Management (SIMA), collocated with IEEE MILCOM, Boston, MA, 2009, co-authors: K. McConky, P. McLaughlin and W. Rose.
- “Improved Situation Assessment through Early Detection During a Bioterrorist Attack by Using Dynamic Graph Matching,” to appear in Proceedings of IEEE Workshop on Situation Management (SIMA), collocated with IEEE MILCOM, Boston, MA, 2009, co-authors: K. Sambhoos and J. Paul.
- “ViSAw: Visualizing Threat and Impact Assessment for Enhanced Situation Awareness,” to appear in Proceedings of IEEE Workshop on Situation Management (SIMA), collocated with IEEE MILCOM, Boston, MA, 2009, co-authors: M. Nusinov, J. Holsopple and S. J. Yang.
- “Enhancing Situation Awareness via Automated Situation Assessment,” IEEE Communication Magazine, August 2009, co-authors: J. Holsopple, M. Nusinov, D. F. Liu, H. Du and S. J. Yang.
- “Analytic Network Process for Model Elicitation in Nation-building Simulations,” 12th International Conference on Information Fusion, Seattle, WA, July 2009, co-authors: Y. Zhang and R. Nagi.
- “Incremental Graph Matching for Situation Awareness,” 12th International Conference on Information Fusion, Seattle, WA, July 2009, co-authors: A. Stotz and R. Nagi.
- “Process Refinement using Biosensor Location Problem,” 12th International Conference on Information Fusion, Seattle, WA, July, 2009, co-authors: K. Sambhoos, M. Temel and F. Pan.
- “Model Elicitation in Large Scale Nation-Building Simulation using AHP,” Proceedings of the 2009 Industrial Engineer Research Conference, Miami, FL, U.S.A., pp. 896-901, 2009 co-authors: Y. Zhang and R. Nagi.
- “Level 4 fusion for Biosensor Location and Setting,” 11th International Conference on Information Fusion, Cologne, Germany, June 30 - July 3, 2008, co-authors: K. Sambhoos, M. Temel and F. Pan.
- “Information Fusion Using Conceptual Spaces: Mathematical Programming Models and Methods,” 10th International Conference on Information Fusion, Quebec City, Canada, July 2007, co-authors: M. Holender, R. Nagi and T. Rickard.
- “Information Fusion Engine for Real-time Decision-making (INFERD): A Perceptual System for Cyber Attack Tracking,” 10th International Conference on Information Fusion, Quebec City, Canada, July 2007, co-author: A. Stotz.
- “Cyber Attack Modeling and Simulation for Network Security Analysis,” 2007 Winter Simulation Conference, Washington, DC, 2007, co-authors: M. Kuhl, J. Kistner and K. Constantini.
- “Evaluating Threat Assessment for Multi-stage Cyber Attacks,” Proceedings of IEEE MILCOM: 2nd IEEE Workshop on Situation Management (SIMA), Washington, DC, 2006, co-authors: S. J. Yang and J. Holsopple.
- “Understanding Multistage Attacks by Attack-Track Based Visualization of Heterogeneous Event Streams”, ACM VizSec Workshop in conjunction with ACM CCS, Washington DC, 2006, co-authors: S. Mathew, R. Giomundo, S. Upadhyaya and A. Stotz.
- “A Graph-Based Framework for Fusion: From Hypothesis Generation to Forensics,” Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, 2006, co-authors: R. Nagi, A. Stotz and K. Sambhoos.
- “Pedigree Information for Enhanced Situation and Threat Assessment,” Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, 2006, co-authors: M.G. Ceruti, A. Ashenfelter, R. Brooks, G. Chen, S. Das, G. Raven and E. Wright.
- “An Approach for Level 2/3 Fusion Technology Development in Urban/Asymmetric Scenarios,” Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, 2006, co-authors: R. Nagi and J. Llinas.
- “Real-Time Multistage Attack Awareness Through Enhanced Intrusion Alert Clustering,” Proceedings of 1st IEEE Workshop on Situation Management –SIMA/MILCOM, Atlantic City, New Jersey, 2005, co-authors: S. Mathew, D. Britt, R. Giomundo, S. Upadhyaya and A. Stotz.
- “Energy Efficient Multi-mode Operation for Networked Wireless Sensors,” Proceedings of IEEE Vehicle Technology Conference, 2005, co-authors: S. J. Yang, N. Krishnamurthi and C. Cress.
- “Energy Efficient Data Retrieval for Networked Multi-mode Wireless Sensors,” Proceedings of ACM Workshop on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks – PE/WASUN, Venice, Italy, 2004, co-authors: C. Cress and S. Yang.
- “A Framework for Function Allocation in Inspection,” Proceedings of the Third International Conference on Human Aspects of Advanced Manufacturing and Hybrid Automation, 1992, co-authors: A.K. Gramopadhye, C. G. Drury and J. Sharit.
- “Measuring the Price of Anarchy via Perspective Optimization of Unmanned Vehicles in ISR Operations,” Military Sensing Symposia, National Symposium on Sensor and Data Fusion (NSSDF), Washington, DC, October 2012, co-authors: M. Hirsch, M. Karwan, R. Nagi and H. Ortiz-Pena.
- “Realizing Information Gain through Optimization of Reconnaissance and Surveillance (RIGORS),” Military Sensing Symposia, National Symposium on Sensor and Data Fusion (NSSDF), Washington, DC, October 2011, co-authors: J. Crassidis, M. Karwan, H. Ortiz-Pena and P. Singla.
- “Space Collision Avoidance,” Military Sensing Symposia, National Symposium on Sensor and Data Fusion (NSSDF), Washington, DC, October 2011, co-authors: J. Crassidis, P. Singla and K. McConky.
- “SITA: Situation Identification and Threat Assessment,” Military Sensing Symposia, National Symposium on Sensor and Data Fusion (NSSDF), Washington, DC, October 2011, co-authors: J. Holsopple, J. Salerno, W. Tagliaferri and S. Yang.
- “Situational Awareness through Sensor Location and Sampling,” Chemical and Biological Defense Science and Technology (CBD S&T) Conference, in Dallas, Texas, 16-20 November 2009, co-authors: K. Sambhoos, A. Stotz and A. James.
- “Symbolic Reasoning in the Cyber Security Domain,” Military Sensing Symposia - National Symposium on Sensor and Data Fusion, McLean, Virginia, 2007, co-authors: M. Kandefer, S. Shapiro and A. Stotz.
- “Graph Dissemination for Distributed Enterprises,” Military Sensing Symposia - National Symposium on Sensor and Data Fusion, McLean, Virginia, 2007, co-authors: A. Stotz, R. Nagi, M. Hirsch and K. Sambhoos.
- “Dynamic Hypothesis Generation and Tracking for Facilitated Decision Making and Forensic Analysis,” Military Sensing Symposia - National Symposium on Sensor and Data Fusion, McLean, Virginia, 2006.
- “TANDI: Threat Assessment of Network Data and Information,” Proceedings of the International Society for Optical Engineering Defense and Security Symposium, Orlando, Florida, 2006 co-authors: S. Yang and J. Holsopple.
- “Measuring Situational Awareness and Resolving Inherent High-Level Fusion Obstacles,” Proceedings of the International Society for Optical Engineering Defense and Security Symposium, Orlando, Florida, 2006 co-authors: A. Stotz, M. Holender, W. Tagliaferri and K. Canarelli.
- “Situational Awareness of Coordinated Cyber Attack,” Proceedings of the International Society for Optical Engineering Defense and Security Symposium, Orlando, Florida, 2005 co-authors: A. Stotz and M. Holender.
- “Matroid Formulations and Knapsack Problems,” Research Memorandum 86-11, School of Industrial Engineering, Purdue University, West Lafayette, Indiana, 1986, co-author: R. Rardin.