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Thomas G. Dietterich
Hutchinson, R. A., L. - P. Liu, and T. G. Dietterich, "Incorporating Boosted Regression Trees into Ecological Latent Variable Models", AAAI, San Francisco, California, 08/2011.
Dereszynski, E. W., and T. G. Dietterich, "Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns", ACM Transactions on Sensor Networks, vol. 8, issue 1, pp. 1 - 36, 08/2011.
Doppa, J. R., M. NasrEsfahani, M. S. Sorower, J. Irvine, T. G. Dietterich, X. Fern, and P. Tadepalli, "Learning Rules from Incomplete Examples via Observation Models", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011.
Bao, X., and T. G. Dietterich, "FolderPredictor: Reducing the Cost of Reaching the Right Folder", ACM Transactions on Intelligent Systems and Technology, vol. 2, issue 1, 01/2011.
Dietterich, T. G., X. Bao, V. Keiser, and J. Shen, "Machine Learning Methods for High Level Cyber Situation Awareness", Cyber Situational Awareness: Springer, pp. 227-247, 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.
Lytle, D. A., G. Martinez-Munoz, W. Zhang, N. Larios, L. G. Shapiro, R. Paasch, A. Moldenke, E. N. Mortensen, S. Todorovic, and T. G. Dietterich, "Automated processing and identification of benthic invertebrate samples", Journal of the North American Benthological Society, vol. 29, issue 3, pp. 867 - 874, 09/2010.
Judah, K., S. Roy, A. Fern, and T. G. Dietterich, "Reinforcement Learning via Practice and Critique Advice", AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, GA, 07/2010.
Jensen, C., H. Lonsdale, E. Wynn, J. Cao, M. Slater, and T. G. Dietterich, "The life and times of files and information: a study of desktop provenance", Proceedings of the 28th international conference on Human factors in computing systems - CHI '10, Atlanta, Georgia, ACM Press, pp. 767-776, 04/2010.
Shen, J., and T. G. Dietterich, "A family of large margin linear classifiers and its application in dynamic environments", Statistical Analysis and Data Mining, vol. 2, issue 5-6, pp. 328 - 345, 12/2009.
Zhang, X., S. Yoon, P. DiBona, D. S. Appling, L. Ding, J. R. Doppa, D. Green, J. K. Guo, U. Kuter, G. Levine, et al., "An Ensemble Learning and Problem-Solving Architecture for Airspace Management", Proceedings of Twenty-First Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-09), Pasadena, CA, pp. 203-210, 07/2009.
Keiser, V., and T. G. Dietterich, "Evaluating Online Text Classification Algorithms for Email Prediction in TaskTracer", Conference on Email and Anti-Spam, Mountain View, CA, 07/2009.
Dietterich, T. G., "Machine learning in ecosystem informatics and sustainability", Proceedings of the 21st International Joint Conference on Artifical Intelligence, Pasadena, CA, Morgan Kaufmann Publishers Inc., pp. 8–13, 07/2009.
Martinez-Munoz, G., N. Larios, E. N. Mortensen, W. Zhang, A. Yamamuro, R. Paasch, N. Payet, D. A. Lytle, L. G. Shapiro, S. Todorovic, et al., "Dictionary-free categorization of very similar objects via stacked evidence trees", 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Miami, FL, IEEE, pp. 549 - 556, 06/2009.
Zhang, W., A. Surve, X. Fern, and T. G. Dietterich, "Learning non-redundant codebooks for classifying complex objects", Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09, Montreal, Quebec, Canada, ACM Press, pp. 1 - 8, 06/2009.
Shen, J., J. Irvine, X. Bao, M. Goodman, S. Kolibaba, A. Tran, F. Carl, B. Kirschner, S. Stumpf, and T. G. Dietterich, "Detecting and correcting user activity switches", Proceedingsc of the 13th International Conference on Intelligent User Interfaces - IUI '09, Sanibel Island, Florida, USA, ACM Press, pp. 117, 02/2009.
Shen, J., E. Fitzhenry, and T. G. Dietterich, "Discovering frequent work procedures from resource connections", Proceedings of the 13th International Conference on Intelligent User Interfaces - IUI '09, Sanibel Island, Florida, USA, ACM Press, pp. 277-286, 02/2009.