Publications

Filter by topic: Filter by citation text:

2010

McDowell, L.K., Gupta, K.M., & Aha, D.W. (2010). Meta-prediction in collective classification. To appear in Proceedings of the Twenty-Third Florida Artificial Intelligence Research Society Conference. Daytona Beach, FL: AAAI Press.

Molineaux, M., Klenk, M., & Aha, D.W. (2010). Goal-driven autonomy in a Navy strategy simulation. To appear in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. Atlanta, GA: AAAI Press.

Molineaux, M., Klenk, M., & Aha, D.W. (2010). Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. To appear in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. Atlanta, GA: AAAI Press.

Molineaux, M. (2010). Design and Evaluation of a Goal-Directed Autonomous Agent. To appear in Goal-Directed Autonomy: Papers from the AAAI Workshop.. Atlanta, GA: AAAI Press.

Muñoz-Avila, H., Aha, D.W., Jaidee, U., Klenk, M., & Molineaux, M. (2010). Applying Goal Driven Autonomy to a Team Shooter Game. To appear in Proceedings of the Twenty-Third Florida Artificial Intelligence Research Society Conference. Daytona Beach, FL: AAAI Press.

2009

McDowell, L.K., Gupta, K.M., & Aha, D.W. (2009). Cautious collective classification. Journal of Machine Learning Research, 10, 2777-2836.

Petry, F., Ladner, R.L., Gupta, K.M., Moore, P.G., Aha, D.W., Lin, B., Sween, R. (2009). Design of an Integrated Web Services Brokering System, to appear in Journal of Information Technology and Web Engineering.

Van Ess-Dykema, C., Perzanowski, D., Converse, S., Richardson, R., White, J.S., and Maney, T., (August 26-30, 2009). "Metrics to Assess Translation Memory Technology" Proceedings of the Twelfth Machine Translation Summit. Ottawa, Ontario, Canada, 550-558.

Moore, P., Molineaux, M., Gupta, K.M. (2009, June 04). Casey's Quest: Transfer Learning for Adversarial Environments [Video file]. Retrieved from http://www.youtube.com/watch?v=sITkmOefamc

Laviers, K., Sukthankar, G., Molineaux, M., & Aha, D.W. (2009). Improving offensive performance through opponent modeling. To appear in Proceedings of the Fifth Conference on Artificial Intelligence and Interactive Digital Entertainment. Stanford, CA: AAAI Press.

Li, N., Stracuzzi, D.J., Cleveland, G., Langley, P., Konik, T., Shapiro, D., Ali, K., Molineaux, M., & Aha, D.W. (2009). Constructing game agents from video of human behavior. To appear in Proceedings of the Fifth Conference on Artificial Intelligence and Interactive Digital Entertainment. Stanford, CA: AAAI Press.

Gupta, K.M., Aha, D.W., & Moore, P. (2009). Case-based collective inference for maritime object classification. Proceedings of the Eighth International Conference on Case-Based Reasoning (pp. 443-449). Seattle, WA: Springer.

Aha, D.W., Molineaux, M., & Sukthankar, G. (2009). Case-based reasoning for transfer learning. Proceedings of the Eighth International Conference on Case-Based Reasoning (pp. 29-44). Seattle, WA: Springer.

Laviers, K., Sukthankar, G., Klenk, M., Aha, D.W. & Molineaux, M. (2009). Opponent modeling and spatial similarity to retrieve and reuse superior plays. In S.J. Delany (Ed.) Case-Based Reasoning for Computer Games: Papers from the ICCBR Workshop (Technical Report 7/2009). Tacoma, WA: University of Washington Tacoma, Institute of Techology. [http://gaia.fdi.ucm.es/cbrcg09]

Laviers, K., Sukthankar, G., Molineaux, M., & Aha, D.W. (2009). Exploiting early intent recognition for competitive advantage. In C. Geib, H. Bui, G. Sukthankar, & D. Pynadath (Eds.) Plan, Activity, and Intent Recognition: Papers from the IJCAI Workshop (Technical Report WS-09-28). Pasadena, CA: AAAI Press. [http://www.planrec.org/]

Li, N., Stracuzzi, D.J., Cleveland, G., Langley, P., Konik, T., Shapiro, D., Ali, K., Molineaux, M., & Aha, D.W. (2009). Learning Hierarchical Skills for Game Agents from Video of Human Behavior. In U. Kuter & H. Muñoz-Avila (Eds.) Learning Structural Knowledge from Observations: Papers from the IJCAI Workshop (Technical Report WS-09-21). Pasadena, CA: AAAI Press. [http://www.cs.umd.edu/~ukuter/struck09]

Gupta, K.M., Aha, D.W., & Hartley, R. (2009). Adaptive maritime video surveillance. Proceedings of the Society of Photographic Instrumentation Engineers Conference. Orlando, FL: SPIE.

Molineaux, M., Aha, D.W., & Sukthankar, G. (2009). Beating the defense: Using plan recognition to inform learning agents. Proceedings of the Twenty-Second International FLAIRS Conference (pp. 337-343). Sanibel Island, FL: AAAI Press.

Auslander, B., Molineaux, M., Aha, D.W., Munro, A., & Pizzini, Q. (2009). Towards research on goal reasoning with the TAO Sandbox. (Technical Report AIC-09-155). Washington, DC: Naval Research Laboratory, Navy Center for Applied Research on Artificial Intelligence.

2008

Ladner, R., Petry, F., Gupta, K.M., Warner, E., Moore, P., & Aha, D.W. (2008). Soft computing techniques for web services brokering. Soft Computing, 12, 1089-1098.

Molineaux, M., Aha, D.W., & Moore, P. (2008). Learning continuous action models in a real-time strategy environment. Proceedings of the Twenty-First Florida Artificial Intelligence Research Conference (pp. 257-262). Coconut Grove, FL: AAAI Press.

Gupta, K.M., Zang, M., Gray, A., Aha, D.W., & Kriege, J. (2008). Enabling the interoperability of large-scale legacy systems. Proceedings of the Twentieth Innovative Applications of Artificial Intelligence Conference (pp. 1679-1684). Chicago, IL: AAAI Press.

Zang, M., Gray, A., Kriege, J., Pohl, J., Gupta, K.M., & Aha, D.W. (2008). IMT: A mixed-initiative data mapping and search toolkit. Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (pp. 1890-1891). Chicago, IL: AAAI Press.

2007

Gupta, K.M., & Aha, D.W. (2007). Conversation for textual case-based reasoning. In D. Wilson, & D. Khemani (Eds.) Textual Case-Based Reasoning: Beyond Retrieval: Papers from the ICCBR-07 Workshop (Technical Report). Belfast, Northern Ireland.

McDowell, L., Gupta, K.M., & Aha, D.W. (2007). Cautious inference in collective classification. In Proceedings of the Twenty-Second National Conference on Artificial Intelligence. Vancouver (BC), Canada: AAAI Press.

McDowell, L., Gupta, K.M., & Aha, D.W. (2007). Case-based collective classification. Proceedings of Twentieth International FLAIRS Conference.(pp. 399-404). Key West, FL:AAAI Press.

Ladner R., Warner E. Petry, F., Gupta K.M., & Aha, D.W. (2007). An evaluation of case-based classification to support automated Web service discovery and brokering, Proceedings of SPIE Defense and Security Symposium.

2006

Ladner R., Petry F., Warner E. & Gupta K.M. (2006). Using web services to enhance geographic information systems, Control and Cybernetics, 30(1), 29-46.

Gupta K.M., Aha D.W., & Moore P.G. (2006). Rough set feature selection algorithms for textual case-based classification, M.G. Göker & T.R. Roth-Berghofer (Eds.) Advances in Case-Based Reasoning (LNAI 4106)-Proceedings of ECCBR-06 (pp. 166-181), Heidelberg, Germany: Springer.

Ladner R., Warner, E., Petry, Gupta K.M., Moore P.G., Aha D.W., & Shaw, K. (2006). Case-based classification alternatives to ontologies for automated web service discovery and integration, Proceedings of SPIE Defense & Security Symposium, (pp. 620117-1 <96> 620117-8) Vol. 6201.