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Michael H. Coen

Assistant Professor
Department of Biostatistics and Medical Informatics
Ph.D. 2006, Computer Science, Massachusetts Institute of Technology  
6785 Medical Sciences Center
1300 University Avenue

Madison, WI 53726-2397
 

mhcoen at biostat dot wisc dot edu
608-265-3712

 
  Personal Page  
 
Research Interests
Self-supervised machine learning. Biologically-inspired computation. Machine learning applied to cognitive and neuroscience. Automated segmentation of fMRI data.
 
Selected Publications and Presentations

1. Michael Coen. A Similarity Metric for Spatial Probability Distributions. CSAIL Technical Report.
Massachusetts Institute of Technology. 2007.

2. Michael Coen. Multimodal Dynamics: Self-Supervised Learning in Perceptual and Motor Systems. Ph.D.
Dissertation. Massachusetts Institute of Technology. 2006.

3. Michael Coen. Self-Supervised Acquisition of Vowels in American English. In Proceedings of the Twenty First
National Conference on Artificial Intelligence (AAAI'06). Boston, MA. 2006.

4. Michael Coen. Cross-Modal Clustering. In Proceedings of the Twentieth National Conference on Artificial
Intelligence (AAAI'05), pp. 932-937. Pittsburg, PA. 2005.
(Note: I worked on Wall Street from January 2000 through May 2004. I returned to MIT in January 2005.)

5. Michael Coen. Multimodal Integration – A Biological View. In Proceedings of the Fifteenth International Joint
Conference on Artificial Intelligence (IJCAI'01), pp. 1417-1424. Seattle, WA. 2001.

6. Michael Coen. Issues in Intersensory Perception. In Proceedings of the Workshop on Developmental Embodied Cognition (DECO’2001) at the 23rd Annual Meeting of the Cognitive Science Society. Edinburg, Scotland. 2001.

7. Michael Coen. Non-Deterministic Social Laws. In Proceedings of the Seventeenth National Conference on
Artificial Intelligence (AAAI'2000), pp. 15-21. Austin, Texas. 2000.

8. Michael Coen, Brenton Phillips, Nimrod Warshawsky, Luke Weisman, Stephen Peters, and Peter Finin. Meeting the Computational Needs of Intelligent Environments: The Metaglue System. In Proceedings of the 1st International Workshop on Managing Interactions in Smart Environments (MANSE'99), pp. 201-212. Dublin,
Ireland. 1999.

9. Michael Coen, Luke Weisman, Kavita Thomas, Marion Groh, and Krzysztof Gajos. A Context Sensitive
Natural Language Modality for an Intelligent Room. In Proceedings of the 1st International Workshop on
Managing Interactions in Smart Environments (MANSE'99), pp. 201-212. Dublin, Ireland. 1999.

10. Michael Coen and Kevin Wilson Learning Spatial Event Models from Multiple-Camera Perspectives. Invited
Paper. In Proceedings of The 25th Annual Conference of the IEEE (IECON’99). San Jose, CA. 1999.

11. Michael Coen. The Future of Human-Computer Interaction, or How I learned to stop worrying and love my
Intelligent Room. IEEE Intelligent Systems, pp. 8-10. March/April 1999.

12. Michael Coen. Design Principles for Intelligent Environments. In Proceedings of the Fifteenth National
Conference on Artificial Intelligence (AAAI'98), pp. 547-554. Madison, WI. 1998.

13. Michael Coen (Ed.). Proceedings of the 1998 AAAI Spring Symposium on Intelligent Environments. American
Association for Artificial Intelligence TR-SS-98- 02. 1998.

14. Nancy Green, Jennifer Chu-Carroll, David Kortenkamp, Alan Schultz, Michael H. Coen, Dragomir R. Radev,
Eduard H. Hovy, Peter Haddawy, Steve Hanks, Eugene C. Freuder, Charlie Ortiz, and Sandip Sen: The AAAI
Spring Symposia. AI Magazine 20(3): 83-86, 1999.

15. Michael Coen: A Prototype Intelligent Environment. In Proceedings of the First International Workshop on
Cooperative Buildings, Integrating Information, Organization, and Architecture. Darmstadt, Germany, Lecture
Notes in Computer Science 1370, pp. 41–52. Springer. 1998.

16. Michael Coen. Building Brains for Rooms: Designing Distributed Software Agents. In Proceedings of the Ninth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI'97), pp. 971–977. Providence, RI. 1997.

17. Henry Kautz, Bart Selman, Michael Coen, Steven Ketchpel, and Chris Ramming. An Experiment in the Design of Software Agents. Readings in Agents. Michael Huhns and Muindar Singh (Eds). Morgan Kaufmann, San Francisco, CA. 1997.

18. Michael Coen. Towards Interactive Environments: The Intelligent Room. In Proceedings of the 1997
Conference on Human Computer Interaction (HCI'97). Bristol, U.K. 1997.

19. Michael Coen. SodaBot: A Software Agent Environment and Construction System. MIT AI Lab Technical
Report 1493. 1994.

20. Henry Kautz, Bart Selman, Michael Coen, and Steven Ketchpel. An Experiment in the Design of Software
Agents. In Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI’94), pp. 438-443.
Seattle, WA, 1994.

21. Henry A. Kautz, Bart Selman, Michael H. Coen: Bottom-Up Design of Software Agents. Communications of the ACM, 37(7): 143-146, 1994.

     
Courses  

 

UW Madison, Stem Cell Tour UW Madison, Odyssey Project UW Madison, Neuroscience

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