“Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations”, Computational Intelligence, vol. 29, no. 2, pp. 187-206, 2013.
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“High assurance human-centric decision systems”, in ICSE-13 Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, San Francisco, CA, 2013.
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“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.
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“Multiparticipant chat analysis: A survey”, Artificial Intelligence, vol. 199-200, pp. 106 - 121, 2013.
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“The radical interactionism conceptual commitment”, Journal of Artificial General Intelligence, vol. 4, no. 2, pp. 31-36, 2013.
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“Spontaneous analogy by piggybacking on a perceptual system”, in Annual Conference of the Cognitive Science Society, Berlin, Germany, 2013.
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“Towards applying goal autonomy for vehicle control”, in Goal Reasoning: Papers from the ACS Workshop, College Park MD, 2013.
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“Ubuntu Internet Relay Chat Archives for Multiparticipant Chat Analysis”, in AAAI Spring Symposium on Analyzing Microtext, Stanford, CA, 2013.
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“User authentication from Web browsing behavior”, in Florida Artificial Intelligence Research Society Conference, St. Pete Beach, FL, 2013.
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“Using cortically-inspired algorithms for analogical learning and reasoning”, Biologically Inspired Cognitive Architectures, 2013.
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“Analysis of the IJCNN 2011 UTL Challenge”, Neural Networks, vol. 32, pp. 174-178, 2012.
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“Automated chat generator”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-12-131, 2012.
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“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.
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“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.
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“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.
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“Maritime threat detection using plan recognition”, in Annual IEEE Conference on Technologies for Homeland Security, Boston, MA, 2012.
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“Maritime Threat Detection Using Probabilistic Graphical Models”, Proceedings of the Twenty-Fifth Florida Artificial Intelligence Research Society Conference. AAAI Press, Marco Island, FL, 2012.
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“Semi-Supervised Collective Classification with Hybrid Label Regularization”, Proceedings of the 29th International Conference on Machine Learning. Omnipress, Edinburgh, Scotland, pp. 975-982, 2012.
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“Transforming graph data for statistical relational learning”, Journal of Artificial Intelligence Research, vol. 45, no. 1, pp. 363-441, 2012.
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“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.
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“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.
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“The case for case-based transfer learning”, AI Magazine, vol. 32, no. 1, pp. 54-69, 2011.
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“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.
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“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.
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