“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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“Analysis of the IJCNN 2011 UTL Challenge”, Neural Networks, vol. 32, pp. 174-178, 2012.
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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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“Cautious Collective Classification”, Journal of Machine Learning Research, vol. 10, pp. 2777-2836, 2009.
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“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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“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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“Transforming graph data for statistical relational learning”, Journal of Artificial Intelligence Research, vol. 45, no. 1, pp. 363-441, 2012.
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“Using cortically-inspired algorithms for analogical learning and reasoning”, Biologically Inspired Cognitive Architectures, 2013.
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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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“Bounded expectations for discrepancy detection in goal-driven autonomy”, AAAI, Quebec City, Canada, WS-01-14, 2014.
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“Comparison of object detection algorithms on maritime vessels”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, AIC-14-041, 2014.
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“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.
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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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“Integrating AFSIM as an internal predictor”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-14-172, 2014.
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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 models for unknown events”, University of Maryland, College Park, Department of Computer Science, College Park, MD, CS-TR-5029, 2014.
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“NI-DiscoverHistory: Meta-narrative for explanation bounding”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-14-188, 2014.
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“RAPTOR technical report”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-15-031, 2014.
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“Review of the 2008-2009 Joint chat conferences”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2010.
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“System Model Formulation Using Markov Chains”, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-14-170, 2014.
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“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.
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“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.
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