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2013
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)
C. Heitmeyer, Pickett, M., Breslow, L., Aha, D. W., J Trafton, G., and Leonard, E. I., High assurance human-centric decision systems, in ICSE-13 Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, San Francisco, CA, 2013. Download PDF (1.01 MB)
L. K. McDowell and Aha, D. W., Labels or attributes? Rethinking the neighbors for collective classification in sparsely-labeled networks, in International Conference on Information and Knowledge Management, San Francisco, CA, 2013. Download PDF (338.46 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)
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)
M. Pickett and Aha, D. W., Spontaneous analogy by piggybacking on a perceptual system, in Annual Conference of the Cognitive Science Society, Berlin, Germany, 2013. Download PDF (258.32 KB)
M. Wilson, Auslander, B., Johnson, B., Apker, T., McMahon, T., and Aha, D. W., Towards applying goal autonomy for vehicle control, in Goal Reasoning: Papers from the ACS Workshop, College Park MD, 2013. Download PDF (343.76 KB)
D. C. Uthus and Aha, D. W., Ubuntu Internet Relay Chat Archives for Multiparticipant Chat Analysis, in AAAI Spring Symposium on Analyzing Microtext, Stanford, CA, 2013. Download PDF (99.29 KB)
M. Abramson and Aha, D. W., User authentication from Web browsing behavior, in Florida Artificial Intelligence Research Society Conference, St. Pete Beach, FL, 2013. Download PDF (225.22 KB)
M. Pickett and Aha, D. W., Using cortically-inspired algorithms for analogical learning and reasoning, Biologically Inspired Cognitive Architectures, 2013. Download PDF (2.06 MB)
2012
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)
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)
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)
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)
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)
D. W. Aha, Gupta, K., and Auslander, B., Maritime threat detection, NRL Review, pp. 123-125, 2012. Download PDF (396.38 KB)
B. Auslander, Gupta, K., and Aha, D. W., Maritime threat detection using plan recognition, in Annual IEEE Conference on Technologies for Homeland Security, Boston, MA, 2012. Download PDF (908.29 KB)
B. Auslander, Gupta, K., 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)
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)
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)
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)
2011
J. Powell, Molineaux, M., and Aha, D. W., Active and Interactive Discovery of Goal Selection Knowledge, in Proceedings of the Twenty-Fourth Florida Artificial Intelligence Research Society Conference, West Palm Beach, FL, 2011. Download PDF (1.22 MB)
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)
U. Jaidee, Muñoz-Avila, H., and Aha, D. W., Case-Based Learning in Goal-Driven Autonomy Agents for Real-Time Strategy Combat Tasks, in Case-Based Reasoning in Computer Games: Papers from the ICCBR Workshop, London, 2011. Download PDF (590.07 KB)
B. Auslander, Gupta, K., and Aha, D. W., Comparative evaluation of anomaly detection algorithms for local maritime video surveillance, in Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense X, Orlando, FL, 2011. Download PDF (1.56 MB)

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