OREGON STATE UNIVERSITY

You are here

Biblio

Found 108 results
Filters: Author is Dietterich, Thomas G.  [Clear All Filters]
2013
Sheldon, D., A. Farnsworth, J. Irvine, B V. Doren, K. Webb, T. G. Dietterich, and S. Kelling, "Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar", AAAI Conference on Artificial Intelligence, AAAI-2013, Bellevue, Washington, 07/2013.
Sheldon, D., T. Sun, A. Kumar, and T. G. Dietterich, "Approximate Inference in Collective Graphical Models", International Conference on Machine Learning, ICML-2013, Atlanta, pp. 1004–1012, 06/2013.
Senator, T. E., H. G. Goldberg, A. Memory, W. T. Young, B. Rees, R. Pierce, D. Huang, M. Reardon, D. A. Bader, E. Chow, et al., "Detecting insider threats in a real corporate database of computer usage activity", Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining - KDD '13, Chicago, Illinois, ACM Press, pp. 1393, 08/2013.
Burleigh, G., K. Alphonse, A. J. Alverson, H. M. Bik, C. Blank, A. L. Cirranello, H. Cui, M. Daly, T. G. Dietterich, G. Gasparich, et al., "Next-generation phenomics for the Tree of Life", PLoS Currents, 06/2013.
Dietterich, T. G., M. Alkaee Taleghan, and M. Crowley, "PAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs", AAAI Conference on Artificial Intelligence, AAAI-2013, Bellevue, Washington, 07/2013.
Yao, Q., Q. Liu, T. G. Dietterich, S. Todorovic, J. Lin, G. Diao, B. Yang, and J. Tang, "Segmentation of touching insects based on optical flow and NCuts", Biosystems Engineering, vol. 114, issue 2, pp. 67 - 77, 02/2013.
2012
Judah, K., A. Fern, and T. G. Dietterich, "Active Imitation Learning via Reduction to I.I.D. Active Learning", Uncertainty in Arti cial Intelligence: Proceedings of the Twenty-Eighth Conference (2012), Catalina Island, CA , pp. 428-437, 08/2012.
Liu, L-P., and T. G. Dietterich, "A Conditional Multinomial Mixture Model for Superset Label Learning", NIPS, Lake Tahoe, NV, pp. 557-565, 12/2012.
Zhang, X S., D S. Appling, E. T. Whitaker, E. B. Trewhitt, L. Ding, J. R. Michaelis, D. L. McGuinness, J. A. Hendler, J R. Doppa, C. Parker, et al., "An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration", ACM Transactions on Intelligent Systems and Technology, vol. 3, issue 4, pp. 1 - 38, 09/2012.
Hostetler, J., E. W. Dereszynski, T. G. Dietterich, and A. Fern, "Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games", Uncertainty in Arti cial Intelligence: Proceedings of the Twenty-Eighth Conference (2012), Catalina Island, CA, pp. 367-376, 08/2012.
2011
Mehta, N., S. Ray, P. Tadepalli, and T. G. Dietterich, "Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning", AI Magazine, vol. 32, issue 1, 2011.
Sheldon, D. R., and T. G. Dietterich, "Collective Graphical Models", 2011 Conference on Neural Information Processing Systems (NIPS-2011), Granada, Spain, pp. 1161-1169, 12/2011.
Lin, J., N. Larios, D. A. Lytle, A. Moldenke, R. Paasch, L. G. Shapiro, S. Todorovic, and T. G. Dietterich, "Fine-Grained Recognition for Arthropod Field Surveys: Three Image Collections", First Workshop on Fine-Grained Visual Categorization (CVPR-2011), 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.
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.
Sorower, S., T. G. Dietterich, J R. Doppa, W. Orr, P. Tadepalli, and X. Z. Fern, "Inverting Grice's Maxims to Learn Rules from Natural Language Extractions", 2011 Conference on Neural Information Processing Systems (NIPS-2011), Granada, Spain, pp. 1053-1061, 12/2011.
Dereszynski, E. W., J. Hostetler, A. Fern, T. G. Dietterich, T-T. Hoang, and M. Udarbe, "Learning Probabilistic Behavior Models in Real-time Strategy Games", Artificial Intelligence in Digital Entertainment (AIIDE-2011), 2011.
Sorower, M S., T. G. Dietterich, J R. Doppa, P. Tadepalli, and X. Z. Fern, "Learning Rules from Incomplete Examples via a Probabilistic Mention Model", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011.
Doppa, J R., M. NasrEsfahani, M S. Sorower, J. Irvine, T. G. Dietterich, X. Z. 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.
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.
Larios, N., J. Lin, M. Zhang, D. A. Lytle, A. Moldenke, L. G. Shapiro, and T. G. Dietterich, "Stacked Spatial-Pyramid Kernel: An Object-Class Recognition Method to Combine Scores from Random Trees", IEEE Workshop on Applications of Computer Vision, Kona, HI, pp. 329 - 335, 01/2011.
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.
Barford, P., P. Dacier, T. G. Dietterich, M. Fredrikson, J. Giffin, S. Jajodia, S. Jha, J. Li, P. Liu, P. Ning, et al., "Cyber SA: Situational Awareness for Cyber Defense", Cyber Situational Awareness: Springer, pp. 3-13, 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.
Jensen, C., H. Lonsdale, E. Wynn, J. Cao, M. Slater, and T. G. Dietterich, "The life and times of files and information", Proceedings of the 28th international conference on Human factors in computing systems - CHI '10, Atlanta, Georgia, ACM Press, pp. 767-776, 04/2010.

Pages