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Kelling, S., J. Gerbracht, D. Fink, C. Lagoze, W-K. Wong, J. Yu, T. Damoulas, and C. Gomes, "eBird: A Human/Computer Learning Network for Biodiversity Conservation and Research", The Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, Toronto, Ontario, Canada, 07/2012.
IAAI 2012 Deployed Application Award
Venkatraman, P., and B. Hamdaoui, "Cooperative Q-learning for multiple secondary users in dynamic spectrum access", 2011 7th International Wireless Communications and Mobile Computing Conference (IWCMC 2011), Istanbul, Turkey, IEEE, pp. 238 - 242, 07/2011.
Finn, W. G., A. M. Harrington, K. M. Carter, R. Raich, S. H. Kroft, and A. O. Hero, III, "Immunophenotypic signatures of benign and dysplastic granulopoiesis by cytomic profiling", Cytometry Part B: Clinical Cytometry, vol. 80B, issue 5, pp. 282 - 290, 09/2011.
Kulesza, T., M. M. Burnett, S. Stumpf, W-K. Wong, S. Das, A. Groce, A. Shinsel, F. Bice, and K. McIntosh, "Where are my intelligent assistant's mistakes? a systematic testing approach", Proceedings of the Third international conference on End-user development, Berlin, Heidelberg, Springer-Verlag, pp. 171–186, 06/2011.
Kulesza, T., S. Stumpf, W-K. Wong, M. M. Burnett, S. Perona, A. J. Ko, and I. Oberst, "Why-oriented end-user debugging of naive Bayes text classification", ACM Transactions on Interactive Intelligent Systems, vol. 1, issue 1, pp. 1 - 31, 10/2011.
Kulesza, T., S. Stumpf, M. M. Burnett, W-K. Wong, Y. Riche, T. Moore, I. Oberst, A. Shinsel, and K. McIntosh, "Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs", 2010 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Leganes, Madrid, Spain, IEEE, pp. 41 - 48, 09/2010.
Larios, N., B. Soran, L. G. Shapiro, G. Martinez-Munoz, J. Lin, and T. G. Dietterich, "Haar Random Forest Features and SVM Spatial Matching Kernel for Stonefly Species Identification", 2010 20th International Conference on Pattern Recognition (ICPR)2010 20th International Conference on Pattern Recognition, Istanbul, Turkey, IEEE, pp. 2624 - 2627, 10/2010.
Kulesza, T., W-K. Wong, S. Stumpf, S. Perona, R. White, M. M. Burnett, I. Oberst, and A. J. Ko, "Fixing the Program My Computer Learned: Barriers for End Users, Challenges for the Machine", ACM Conference on Intelligent User Interfaces, Sanibel Island, Florida, ACM, pp. 187–196, 02/2009.
Dragunov, A. N., T. G. Dietterich, K. Johnsrude, M. R. McLaughlin, L. Li, and J. L. Herlocker, "TaskTracer: a desktop environment to support multi-tasking knowledge workers", International Conference on Intelligent User Interfaces (IUI-2005), San Diego, CA, pp. 75-82, 01/2005.
Fountain, T., T. G. Dietterich, and B. Sudyka, "Data mining for manufacturing control: an application in optimizing IC tests", Exploring Artificial Intelligence in the New Millenium, San Francisco, CA, Morgan Kaufmann Publishers Inc., pp. 381–400, 2002.
Dietterich, T. G., R. H. Lathrop, and T. Lozano-Pérez, "Solving the multiple instance problem with axis-parallel rectangles", Artificial Intelligence, vol. 89, issue 1-2, pp. 31 - 71, 01/1997.