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Report
L. K. McDowell, Gupta, K. Moy, and Aha, D. W., Using caution to explain and improve collective classification, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-09-140, 2009. Download PDF (183.34 KB)
B. Auslander, Molineaux, M., and Aha, D. W., Towards research on goal reasoning with the TAO Sandbox, Naval Research Laboratory, Navy Center for Applied Research on Artificial Intelligence, Washington, DC, AIC-09-155, 2009. Download PDF (277.69 KB)
D. W. Aha, Review of the 2008-2009 Joint chat conferences, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2010. Download PDF (325.43 KB)
B. Morris, Aha, D. W., Auslander, B., and Gupta, K., Learning and leveraging context for maritime threat analysis: Vessel classification using Exemplar-SVM, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2012. Download PDF (12.44 MB)
M. Molineaux, Aha, D. W., and Kuter, U., Efficiently explaining deterministic exogenous events in partially observable environments, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-12-081, 2012. Download PDF (181.8 KB)
D. W. Aha and Schneider, A., The DARPA Deep Learning Program’s broad evaluation plan, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-11-003, 2010. Download PDF (1.07 MB)
B. Williams, Uthus, D. C., and Aha, D. W., Automated chat generator, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-12-131, 2012. Download PDF (465.79 KB)
Journal Article
M. Pickett and Aha, D. W., Using cortically-inspired algorithms for analogical learning and reasoning, Biologically Inspired Cognitive Architectures, vol. in Press, 2013. Download PDF (2.06 MB)
R. A. Rossi, McDowell, L. K., Aha, D. W., and Neville, J., Transforming graph data for statistical relational learning, Journal of Artificial Intelligence Research, vol. 45, no. 1, pp. 363-441, 2012. Download PDF (989.1 KB)
O. L. Georgeon and Aha, D. W., The radical interactionism conceptual commitment, Journal of Artificial General Intelligence, vol. 4, no. 2, pp. 31-36, 2013. Download PDF (286.45 KB)
D. C. Uthus and Aha, D. W., Multiparticipant chat analysis: A survey, Artificial Intelligence, vol. 199-200, pp. 106 - 121, 2013. Download PDF (433.18 KB)
D. W. Aha, Gupta, K. M., and Auslander, B., Maritime threat detection, NRL Review, pp. 123-125, 2012. Download PDF (396.38 KB)
M. Klenk, Molineaux, M., and Aha, D. W., Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations, Computational Intelligence, vol. 29, no. 2, pp. 187-206, 2013. download PDF (1.15 MB)
D. W. Aha, Molineaux, M., and Klenk, M., Goal-Driven Autonomy, 2011 NRL Review, pp. 164-166, 2011. Download PDF (356.07 KB)
L. K. McDowell, Gupta, K. M., and Aha, D. W., Cautious Collective Classification, Journal of Machine Learning Research, vol. 10, pp. 2777-2836, 2009. Download PDF (513.36 KB)
M. Klenk, Aha, D. W., and Molineaux, M., The case for case-based transfer learning, AI Magazine, vol. 32, no. 1, pp. 54-69, 2011. Download PDF (1.26 MB)
I. Guyon, Dror, G., Lemaire, V., Silver, D. L., Taylor, G., and Aha, D. W., Analysis of the IJCNN 2011 UTL Challenge, Neural Networks, vol. 32, pp. 174-178, 2012. Download PDF (669.65 KB)
Conference Proceedings
L. K. McDowell and Aha, D. W., Semi-Supervised Collective Classification with Hybrid Label Regularization, Proceedings of the 29th International Conference on Machine Learning. Omnipress, Edinburgh, Scotland, pp. 975-982, 2012. Download PDF (376.34 KB)
M. Molineaux, Klenk, M., and Aha, D. W., Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects, Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Press, Atlanta, GA, pp. 1115-1120, 2010. Download PDF (656.36 KB)
B. Auslander, Gupta, K. M., and Aha, D. W., Maritime Threat Detection Using Probabilistic Graphical Models, Proceedings of the Twenty-Fifth Florida Artificial Intelligence Research Society Conference. AAAI Press, Marco Island, FL, 2012. Download PDF (689.26 KB)
U. Jaidee, Muñoz-Avila, H., and Aha, D. W., Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy, Proceedings of the Twentieth International Conference on Case-Based Reasoning. Springer Berlin Heidelberg, Lyon, France, pp. 182-195, 2012. Download PDF (769.27 KB)
M. Molineaux, Klenk, M., and Aha, D. W., Goal-Driven Autonomy in a Navy Strategy Simulation, Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Press, Atlanta, GA, pp. 1548-1554, 2010. Download PDF (1.09 MB)
M. Wilson, Molineaux, M., and Aha, D. W., Domain-independent heuristics for goal formulation, Proceedings of the Twenty-Sixth Florida Artificial Intelligence Research Society Conference. AAAI Press, St. Pete Beach, FL, pp. 160-165, 2013. Download PDF (1.18 MB)
H. Muñoz-Avila, Aha, D. W., Jaidee, U., Klenk, M., and Molineaux, M., Applying goal directed autonomy to a team shooter game, Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference. AAAI Press, Daytona Beach, FL, pp. 465-470, 2010. Download PDF (785.73 KB)
Conference Paper
M. Abramson and Aha, D. W., What is in a URL? Genre classification of webpages from URLs, in AAAI Workshop on Intelligent Techniques for Web Personalization and Recommendation, Toronto (Ontario), Canada, 2012. Download PDF (255.19 KB)

Pages