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  Home > People > Directory > Personnel Biographies

Tom Dietterich

School of EECS
1148 Kelley Engineering Center
Oregon State University
Corvallis, OR 97331-5501
Phone: 541-737-5559
Primary Email:

Link to Personal Web Page


Official position at address above: Director of Intelligent Systems Research
  
Educational Institutions attended: Ph.D. Stanford University (Computer Science)
M.S. University of Illinois (Computer Science)
A.B. Oberlin College (Mathematics)
  
Current Research Projects/Activities: co-PI Ecoinformatics IGERT
co-PI Eco-Informatics Summer Institute
PI Machine Learning for Robust Recognition of Invertebrate Specimens in Ecological Science
  



Publications

Dereszynski, Ethan W.; Dietterich, Thomas G. 2011. Spatiotemporal models for data-anomaly detection in dynamic environmental monitoring campaigns. ACM Transactions on Sensor Networks. 8(1):1-36. DOI 10.1145/1993042.1993045 (Pub No: 4688)
Hutchinson, R. A.; Liu, L.-P.; Dietterich, T. G. 2011. Incorporating boosted regression trees into ecological latent variable models. In: Proceedings of the Twenty-Fifth Association for the Advancement of Artificial Intelligence (AAAI) Conference on Artificial Intelligence; August 7-11, 2011; San Francisco, CA. Association for the Advancement of Artificial Intelligence (AAAI) Press. 1982 p. (Pub No: 4689)
Yu, Jun; Wong, Weng-Keen; Dietterich, Tom; Jones, Julia; Betts, Matthew; Frey, Sarah; Shirley, Susan; Miller, Jeffrey; White, Matt. 2011. Multi-label classification for multi-species distribution modeling. In: Proceedings of the 28th international conference on machine learning; Bellevue, WA. International Machine Learning Society: http://www.icml-2011.org/index.php. (Pub No: 4735)