OREGON STATE UNIVERSITY

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Found 108 results
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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.
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.
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.
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.
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.
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.
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.
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.
Stumpf, S., V. Rajaram, L. Li, W-K. Wong, M. M. Burnett, T. G. Dietterich, E. Sullivan, and J. L. Herlocker, "Interacting meaningfully with machine learning systems: Three experiments", International Journal of Human-Computer Studies, vol. 67, issue 8, pp. 639 - 662, 06/2009.
Zhang, W., A. Surve, X. Z. 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.
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.
Dietterich, T. G., A. Fern, J. Irvine, M. Slater, P. Tadepalli, M. Gervasio, C. Ellwood, B. Jarrold, O. Brdiczka, and J. Blythe, "User Initiated Learning for Adaptive Interfaces Abstract", IJCAI2009 Workshop on Intelligence and Interaction, Pasadena, CA, 07/2009.
2008
Sarpola, M., R. Paasch, E. N. Mortensen, T. G. Dietterich, D. A. Lytle, A. Moldenke, and L. G. Shapiro, "An Aquatic Insect Imaging System to Automate Insect Classification ", Transactions of the American Society of Agricultural and Biological Engineers, vol. 51, issue 6, pp. 2217-2225, 2008.
Larios, N., H. Deng, W. Zhang, M. Sarpola, J. Yuen, R. Paasch, A. Moldenke, D. A. Lytle, S R. Correa, E. N. Mortensen, et al., "Automated insect identification through concatenated histograms of local appearance features: feature vector generation and region detection for deformable objects", Machine Vision and Applications, vol. 19, issue 2, pp. 105 - 123, 3/2008.
Mehta, N., S. Ray, P. Tadepalli, and T. G. Dietterich, "Automatic discovery and transfer of MAXQ hierarchies", Proceedings of the 25th International Conference on Machine learning - ICML '08, Helsinki, Finland, ACM Press, pp. 648 - 655, 07/2008.
Dietterich, T. G., G. Hao, and A. Ashenfelter, "Gradient Tree Boosting for Training Conditional Random Fields", Journal of Machine Learning Research, vol. 9, pp. 2113-2139, 10/2008.
Dietterich, T. G., and X. Bao, "Integrating Multiple Learning Components through Markov Logic", Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, AAAI 2008, Chicago, Illinois, pp. 622-627, 07/2008.
Natarajan, S., P. Tadepalli, T. G. Dietterich, and A. Fern, "Learning first-order probabilistic models with combining rules", Annals of Mathematics and Artificial Intelligence, vol. 54, issue 1-3, pp. 223 - 256, 11/2008.
Zhang, W., and T. G. Dietterich, "Learning visual dictionaries and decision lists for object recognition", 2008 19th International Conference on Pattern Recognition (ICPR), Tampa, FL, IEEE, pp. 1 - 4, 04/2008.
Dietterich, T. G., and M. Wynkoop, "Lecture Notes in Computer ScienceMachine Learning and Knowledge Discovery in Databases", Machine Learning and Knowledge Discovery in Databases, vol. 5212, Berlin, Heidelberg, Springer Berlin Heidelberg, pp. 597 - 612, 2008.
Dietterich, T. G., P. Domingos, L. Getoor, S. Muggleton, and P. Tadepalli, "Structured machine learning: the next ten years", Machine Learning, vol. 73, issue 1, pp. 3 - 23, 10/2008.
2007
Shen, J., and T. G. Dietterich, "Active EM to reduce noise in activity recognition", Proceedings of the 12th International Conference on Intelligent User Interfaces - IUI '07, Honolulu, Hawaii, ACM Press, pp. 132, 01/2007.
Larios, N., H. Deng, W. Zhang, M. Sarpola, J. Yuen, R. Paasch, A. Moldenke, D. A. Lytle, R. Correa, E. N. Mortensen, et al., "Automated Insect Identification through Concatenated Histograms of Local Appearance Features", 2007 IEEE Workshop on Applications of Computer Vision (WAC V '07), Austin, TX, IEEE, pp. 26 - 26, 02/2007.
Parker, C., P. Tadepalli, W-K. Wong, T. G. Dietterich, and A. Fern, "Learning From Demonstrations via Structured Prediction", 2007 AAAI Workshop on Acquiring Planning Knowledge via Demonstration, Vancouver, BC, pp. 34-40, 07/2007.

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