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2006

  • Qunhua Zhao, Eugene Santos, Jr., Ahmed A. Mohamed, What Is Needed for a Good Summary? - Two Different Types of Document Sets Yet Seemingly Indistinguishable to Human Users. Symposium in Hawaii International Conference on System Sciences (HICSS 39), Koloa, Kauai HI, USA, January 2006.

2005

  • Eugene Santos, Jr., Qunhua Zhao, Hien Nguyen and Hua Wang, Impacts of User Modeling on Personalization of Information Retrieval: An Evaluation with Human Intelligence Analysts, in 4th Workshop on the Evaluation of Adaptive Systems, in conjunction with UM'05 , 2005, 27-36. & presentation
  • Eugene Santos, Jr., Qunhua Zhao, Gregory Johnson, Jr., Hien Nguyen and Paul Thompson, A Cognitive Framework for Information Gathering with Deception Detection for Intelligence Analysis. In Proceedings of 2005 International Conference on Intelligence Analysis, McLean, VA, USA, May 2005.
  • Paul Thompson, Eugene Santos, Jr., Qunhua Zhao, Gregory Johnson, Hien Nguyen, Counter Denial and Deception and Utility-Theoretic Information Retrieval for Intelligence Analysis. 2005 International Conference on Intelligence Analysis, McLean, VA, USA, May 2005.
  • Duane A. Gilmour, Lee S. Krause, Lynn A. Lehman, Eugene Santos, Jr. and Qunhua Zhao, 10 th International Command and Control Research and Technology Symposium, The Future of C2, Virginia Beach, VA, USA, October 2005.
  • John Cheng, Ray Emami, Larry Kerschberg, Eugene Santos, Jr., Qunhua Zhao, Hien Nguyen, Hua Wang, Michael Huhns, Marco Valtorta, Jiangbo Dang, Hrishikesh Goradia, Jingshan Huang, and Sharon Xi, OmniSeer: A Cognitive Framework for User Modeling, Reuse of Prior and Tacit Knowledge, and Collaborative Knowledge Services. in Proceedings of the 38 th Annual Hawaii International Conference on Systems Sciences (HICSS-38), IEEE Press, Big Island, HI. 2005, 293c
  • Eugene Santos, Jr., Eunice Santos, Hien Nguyen, Long Pan and John Korah, Large scale distributed foraging, gathering, and matching for information retrieval: assisting the geo-spatial intelligence analyst. In Proceedings SPIE Defense & Security Symposium, Orlando, FL, 2005.

2004

  • Hien Nguyen, Eugene Santos, Jr., Qunhua Zhao and Chester Lee. Evaluation of Effects on Retrieval Performance for an Adaptive User Model. In Adaptive Hypermedia 2004: Workshop Proceedings - Part I . Eindhoven, the Netherlands. 2004, Pages 193-202. & Presentation
  • Eugene Santos, Jr., Ahmed A. Mohamed and Qunhua Zhao, Automatic Evaluation of Summarizes Using Document Graphs. In 42 nd Annual Meeting of the Association for Computational Linguistics (ACL 05), Text Summarization Branches Out, Barcelona, Spain, July, 2004, 66-73 .
  • Bruce McQueary, Lee Krause, Eugene Santos, Jr., Hua Wang and Qunhua Zhao, Modeling, Analysis and Visualization of Uncertainty in the Battlespace. In 16 th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04) pp. 782-783, 2004.
  • Santos, Eunice E. and Santos, Eugene, Jr. Reducing the Computational Load of Energy Evaluations for Protein Folding . To appear in Proceedings of the IEEE Fourth Symposium on Bioinformatics and Bioengineering (BIBE 04), Taichung, Taiwan, 2004.
  • Johnson, Gregory and Santos, Eugene, Jr. Deception Detection in Information Systems I: Activation of Deception Detection Tactics . Proceedings of AI 2004, 339-354, London, Ontario, Canada, 2004.
  • Santos, Eunice E., Guo, Donghang, Santos, Eugene, Jr., and Onesty, William. A Multi-Agent System Environment for Modelling Cell and Tissue Biology . To appear in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2004), Las Vegas, NV, 2004.
  • Hien Nguyen, Eugene Santos Jr., Qunhua Zhao and Hua Wang, Capturing User Intent for Information Retrieval. In Proceedings of the 48 th Annual Meeting for the Human Factors and Ergonomics Society (HFES-04), New Orleans, LA. 2004. Pages 371-375.
  • Santos, Eugene, Jr. and Negri, Allesandro. Constructing Adversarial Models for Threat Intent Prediction and Inferencing . (Refereed abstract). To appear in Proceedings of the SPIE Defense & Security Symposium, Vol. 5423, Orlando, FL 2004.
  • Santos, Eugene, Jr. and Johnson, Gregory. Toward Detecting Deception in Intelligent Systems . (Refereed abstract). To appear in Proceedings of the SPIE: Defense & Security Symposium, Vol. 5423, Orlando, FL 2004.
  • Revello, Timothy, McCartney, Robert, and Santos, Eugene, Jr. Multiple Strategy Generation for War Gaming . (Refereed abstract). To appear in Proceedings of the SPIE: Defense & Security Symposium, Vol. 5423, Orlando, FL 2004.

2003

  • Santos, Eugene, Jr., Nguyen, Hien, Zhao, Qunhua, and Pukinskis, Erik. Empirical Evaluation of Adaptive User Modeling in a Medical Information Retrieval Application. Lecture Notes in Artificial Intelligence 2702: User Modeling 2003 (Eds. P. Brusilovsky, A. Corbett, and F. de Rosis), 292-296, Springer, 2003.
  • Santos, Eugene, Jr., Kim, Keum Joo, and Santos, Eunice E. Effective Search of the Energy Landscape for Protein Folding . To appear in Proceedings of the Genetic and Evolutionary Computation Conference, Chicago, IL, 2003.
  • Zhang, Feng, Santos, Eugene, Jr., and Luh, Peter B. Mobile Multi-Agent-Based Scheduling and Coordination of Maintenance Networks . To appear in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, Las Vegas, NV, 2003.
  • Santos, Eugene, Jr., Nguyen, Hien, Zhao, Qunhua, and Wang, Hua. User Modelling for Intent Prediction in Information Analysis .To appear in Proceedings of the 47th Annual Meeting for the Human Factors and Ergonomincs Society (HFES-03), Denver, CO, 2003.
  • Surman, Joshua, Hillman, Robert, and Santos, Eugene, Jr.. Adversarial Inferencing for Generating Dynamic Adversary Behavior Proceedings of the SPIE 17th Annual International Symposium on Aerospace/Defense Sensing and Controls: AeroSense 2003, Orlando, FL. 2003.
  • Santos, Eugene, Jr. A Cognitive Architecture for Adversary Intent Inferencing: Knowledge Structure and Computation . Proceedings of the SPIE 17th Annual International Symposium on Aerospace/Defense Sensing and Controls: AeroSense 2003, Orlando, FL, 2003.

2002

  • Bell, Benjamin and Santos, Eugene, Jr. Making Adversary Decision Modeling Tractable with Intent Inference and Information Fusion to appear in the Proceedings of the 11th Conference on Computer Generated Forces and Behavioral Representation, Orlando, FL, 2002.
  • Santos, Eugene, Jr., Santos, Eugene S., and Shimony, Solomon Eyal. Semantics and Knowledge Acquisition in Bayesian Knowledge-Bases to appear in Proceedings of the 15th International FLAIRS Conference, Pensacola, FL, 2002.
  • Santos, Eugene, Jr., Santos, Eugene S., and Santos, Eunice E. On the Efficiency and Scalability of Abductive Reasoning with Linear Programming to appear IC-AI-02, Las Vegas, NV, 2002.

2001

  • Santos, Eugene, Jr. A Computational Model for Portfolios of Cooperative Heterogeneous Algorithms for Discrete Optimization, Proceedings of the 14th International FLAIRS Conference, 525-529, Orlando, FL, 2001.
  • Lee, Jung-Jin, McCartney, Robert, and Santos, Eugene, Jr. Learning and Predicting User Behavior for Particular Resource Use . Proceedings of the 14th International FLAIRS Conference, 177-181, Orlando, FL, 2001.
  • Santos, Eunice E., Santos, Eugene S., and Santos, Eugene, Jr. Optimal Parallel Tridiagonal Solvers on Binary Trees. To appear in Proceedings of the International Conference on Parallel and Distributed Computing (PDCAT 2001), Tamsui, Taiwan, 2001.
  • Santos, Eugene, Jr., Zhang, Feng, and Luh, Peter B. Multi-Agent Logistics Management. Proceedings of the International Conference on Internet Computing (IC '2001), 240-246, Las Vegas, NV, 2001.
  • Santos, Eunice E., Santos, Eugene S., and Santos, Eugene, Jr. Optimal Banded Triangular Solvers on Rings. To appear PDPTA 2001, Las Vegas, NV, 2001.
  • Santos, Eugene, Jr., Nguyen, Hien, and Brown, Scott M. Kavanah: Active User Interface for Information Retrieval Application. To appear in Intelligent Agent Technology (IAT 2001), 2001.

2000

  • Saba, G. Mitchell and Santos, Eugene, Jr. The Multi-Agent Distributed Goal Satisfaction System Proceedings of the International ICSC Symposium on Multi-Agents and Mobile Agents in Virtual Organizations and E-Commerce (MAMA 2000), 389-394, Wollongong, Australia, 2000.
  • Santos, Eunice E., Santos, Eugene, Jr., and Santos, Eugene S. Parallel Complexity for Solving Tridiagonal Linear Systems with Multiple Right-Hand Sides on 2-D Torus Interconnection Networks . Proceedings of the Fourth International Conference/Exhibition on High Performance Computing ASIA 2000, 607-612, Beijing, China, 2000.
  • Shimony, Solomon Eyal, Santos, Eugene, Jr., and Rosen, Tzachi. Independence Semantics for BKBs. Proceedings of the 13th International FLAIRS Conference, 308-312, Orlando, FL, 2000.
  • Santos, Eunice E. and Santos, Eugene, Jr. Cache Diversity in Genetic Algorithm Design Proceedings of the 13th International FLAIRS Conference, 107-111, Orlando, FL, 2000.
  • Johnson Gregory Jr., and Eugene Santos Jr. Generalizing Knowledge Representation Rules for Acquiring and Validating Uncertain Knowledge in Proceedings of the 13th Florida Aritificial Intelligence Research Symposium. Orlando, Florida. May 2000.
  • Nguyen, Hien, Mitchell G. Saba, Eugene Santos, Jr. and Scott M. Brown Active user interface in a knowledge discovery and retrieval system to appear in Proceedings of the International Conference on Artificial Intelligence (ICAI2000). Las Vegas, Nevada. June 2000.
  • Santos, Eugene Jr., Nguyen Hien and Brown M. Scott Medical Document Information Retrieval through Active User Interfaces to appear in the Working notes of the Intelligent User Interface (at ICAI2000). Las Vegas, Nevada. June 2000.
  • Zhong, Xiaomin, and Santos Eugene, Jr. Using Genetic Algorithm to Solve The Tactical Fixed Interval Scheduling Problem in Proceedings of the 13th Florida Artificial Intelligence Research Symposium. Orlando, Florida. May 2000. Best Paper Award

1999

  • Santos, Eugene, Jr., Shimony, Solomon Eyal, and Williams, Edward M.. Solving Hard Computational Problems Through Collections (Portfolios) of Cooperative Heterogeneous Algorithms Proceedings of the 12th International FLAIRS Conference, 356-360, Orlando, FL, 1999.
  • Brown, Scott M. and Santos, Eugene, Jr. Active User Interfaces for Building Decision-Theoretic Systems . Proceedings of the 1st Asia-Pacific Conference on Intelligent Agent Technology, 244-253, Hong Kong, 1999.
  • Santos, Eugene, Jr., Brown, Scott M., Lejter, Moises, Ngai, Grace, Banks, Sheila B., and Stytz, Martin R. Dynamic User Model Construction with Bayesian Networks for Intelligent Information Queries Proceedings of the 12th International FLAIRS Conference, 3-7, Orlando, FL, 1999.
  • Zhong Xiaomin, and Eugene Santos, Jr. Probalistic Reasoning Through Genetic Algorithms and Reinfocement Learning in Proceedings of the 12th Florida Artificial Intelligence Research Symposium. Orlando, Florida. May 1999

1998

  • Brown, Scott M., Santos, Eugene, Jr., and Banks, Sheila B. Utility theory-based user models for intelligent interface agents Lecture Notes in Artificial Intelligence 1418: Advances in Artificial Intelligence -- AI '98, 378-392, Springer-Verlag, 1998.
  • Brown, Scott M., Santos, Eugene, Jr., Banks, Sheila B.,and Stytz, Martin R. IaDEA: A Development Environment Architecture for Building Generic Intelligent User Interface Agents. Proceedings of the AAAI-98 Workshop on Software Tools for Developing Agents, 97-106, Madison,WI, 1998.
  • Brown, Scott M., Santos, Eugene, Jr., Banks, Sheila B., and Stytz, Martin R. Intelligent Interface Agents for Intelligent Environments . Proceedings of the AAAI Spring Symposium on Intelligent Environments, 145-147, Palo Alto, CA 1998. .
  • Brown, Scott M., Eugene Santos, Jr., Sheila B. Banks, and Mark Oxley, Using Explicit Requirements and Metrics for Interface Agent User Model Correction, Proceedings of the Second International Conference on Autonomous Agents (Agents '98), May 1998.

1997

  • Banks, Sheila B., Martin R. Stytz, Eugene Santos, Jr., and Scott M. Brown, User Modeling for Military Training- Intelligent Interface Agents, in Proceedings of the Interservice/Industry Training Systems & Education Conference, December 1997. Nominated for Best Paper Award
  • Banks, Sheila B., Robert A. Harrington, Eugene Santos Jr., and Scott M. Brown, Usability Testing of an Intelligent Interface Agent, Proceedings of the Sixth International Interfaces Conference (Interfaces 97), 121-123, Montpellier, France, May 1997.
  • Brown, Scott M., Eugene Santos Jr., and Sheila B. Banks, A Dynamic Bayesian Intelligent Interface Agent, Proceedings of the Sixth International Interfaces Conference (Interfaces 97), 118-120, Montpellier, France, May 1997.
  • Brown, Scott M., Robert A. Harrington, Eugene Santos Jr., and Sheila B. Banks, User Models, Intelligent Interface Agents, and Expert Systems, UM 97 Workshop- Embedding User Models in Intelligent Applications, Ed. Vadim Stefanuk, Chia Laguna, Sardinia , Italy, June 2-5 1997.
  • Harrington, Robert A. and Brown, Scott M., Intelligent Interface Learning with Uncertainty, Midwest Artificial Intelligence and Cognitive Science (MAICS) Conference 97, Dayton, OH, 1997.

1996

  • Banks, Sheila B., and Santos, Eugene, Jr., and Stytz, Martin R., The Automated Wingman- An Intelligent Entity for Distributed Virtual Environments, Proceedings of the Conference on Computer Generated Forces and Behavioral Representation, 101-111, Orlando, FL, 1996.
  • Borghetti, Brett J., Williams, Edward, and Santos, Eugene, Jr., Inferencing Over Incomplete Solution Spaces with Genetic Algorithms for Probabilistic Reasoning, Proceedings of the Midwest Artificial Intelligence and Cognitive Science Conference, Bloomington, IN, 1996.
  • Edwards, Mark, Santos, Eugene, Jr., Banks, Sheila B., and Stytz, Martin R., Computer Generated Intelligent Companions for Distributed Virtual Environments, Proceedings of the International Conference on Tools with Artificial Intelligence, 450-452, Toulousse, France, 1996. abstract or
  • Harrington, Robert A., Banks, Sheila, and Santos, Eugene, Jr., Development of an Intelligent User Interface for a Generic Expert System, Proceedings of the Midwest Artificial Intelligence and Cognitive Science Conference, Bloomington, IN, 1996. paper
  • Harrington, Robert A., Banks, Sheila, and Santos, Eugene, Jr., GESIA- Uncertainty-Based Reasoning for a Generic Expert System Intelligent User Interface, Proceedings of the International Conference on Tools with Artificial Intelligence, 52-55, Toulousse, France, 1996. abstract or
  • Kilpatrick, Freeman A., Gunsch, Gregg H., and Santos, Eugene, Jr., Induction and State-Spaced Search for an Intelligent Training System, Proceedings of the Midwest Artificial Intelligence and Cognitive Science Conference, Bloomington, IN, 1996. paper
  • Stytz, Martin R., Banks, Sheila B., and Santos, Eugene, Jr., Requirements for Intelligent Aircraft Entities in Distributed Environments, Proceedings of the 18th Interservice/Industry Training Systems and Education Conference, Orlando, FL, 1996, publication on CD-ROM.
  • Young, Joel D. and Santos, Eugene, Jr., Introduction to Temporal Bayesian Networks, Proceedings of the Midwest Artificial Intelligence and Cognitive Science Conference, Bloomington, IN, 1996.

1994

  • Santos, Eugene, Jr., and Shimony, Solomon Eyal, Belief Updating by Enumerating High-Probability Independence-Based Assignments, Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence, 506-513, Seattle, WA, 1994. abstract or postscript

1993

  • Kirman, Jak, Nicholson, Ann, Lejter, Moises, Dean, Thomas, and Santos, Eugene, Jr., Using Goals to Find Plans with High Expected Utility, Proceedings of the Second European Workshop on Planning, 158-170, Linkoping, Sweden, 1993. abstract or
  • Santos, Eugene, Jr., A Fast Hill-Climbing Approach Without an Energy Function for Probabilistic Reasoning, Proceedings of the 5th IEEE International Conference on Tools in Artificial Intelligence, 170-179, Cambridge, MA, 1993. abstract or
  • Santos, Eugene, Jr., On Modeling Time and Uncertainty for Diagnosis Through Linear Constraint Satisfaction, Proceedings of the International Congress on Computer Systems and Applied Mathematics Workshop on Constraint Processing, 93-106, St. Petersburg, Russia, 1993. abstract or
  • Santos, Eugene, Jr., Efficient Jumpstarting of Hill-Climbing Search for the Most Probable Explanation, Proceedings of the International Congress on Computer Systems and Applied Mathematics Workshop on Constraint Processing, 183-194, St. Petersburg, Russia, 1993. abstract or

1992

  • Charniak, Eugene, and Santos, Eugene, Jr., Dynamic MAP Calculations for Abduction, Proceedings of the Tenth National Conference on Artificial Intelligence, 552-557, San Jose, CA, 1992. abstract or

1991

  • Santos, Eugene, Jr., On the Generation of Alternative Explanations with Implications for Belief Revision, Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence, 337-347, Los Angeles, CA, 1991. abstract or
  • Santos, Eugene, Jr., Cost-Based Abduction, Constraint Systems and Alternative Explanations, Proceedings of the AAAI Workshop Towards Domain-Independent Strategies for Abduction, Anaheim, CA, 1991. abstract or
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