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P. Cheeseman, J. Kelly, M. Self, J. Stutz, W. Taylor, & D. Freeman, "AutoClass: A Bayesian Classification System", Proceedings of the Fifth International Conference on Machine Learning, Ann Arbor, MI. June 12-14 1988. Morgan Kaufmann Publishers, San Francisco, 1988, pp. 54-64.

P. Cheeseman, J. Stutz, M. Self, J. Kelly, W. Taylor, & D. Freeman, "Bayesian Classification", Proceedings of the Seventh National Conference of Artificial Intelligence (AAAI-88), St. Paul, MN. August 22-26, 1988. Morgan Kaufmann Publishers, San Francisco, 1988, pp. 607-611.

J. Goebel, K. Volk, H. Walker, F. Gerbault, P. Cheeseman, M. Self, J. Stutz, & W. Taylor, "A Bayesian Classification of the IRAS LRS Atlas", Astron. Astrophys. 222, L5-L8 (1989).

P. Cheeseman, J. Stutz, M. Self, W. Taylor, J. Goebel, K. Volk, & H. Walker, "Automatic Classification of Spectra from the Infrared Astronomical Satellite (IRAS)", NASA Reference Publication 1217 (1989)

P. Cheeseman, "On Finding the Most Probable Model", Computational Models of Discovery and Theory Formation, ed. by Jeff Shrager and Pat Langley. Morgan Kaufmann Publishers, San Francisco, 1990, pp. 73-96.

R. Hanson, J. Stutz, P. Cheeseman, "Bayesian Classification Theory", Technical Report FIA-90-12-7-01, NASA Ames Research Center, Artificial Intelligence Branch, May 1991.
Paper (postscript - 200kb).

R. Hanson, J. Stutz, P. Cheeseman, "Bayesian Classification with Correlation and Inheritance", Proceedings of 12th International Joint Conference on Artificial Intelligence, Sydney, Australia. August 24-30, 1991. Morgan Kaufmann Publishers, San Francisco, 1991, pp. 692-698.

B. Kanefsky, J. Stutz, P. Cheeseman, "An Automatic Classification of a Landsat/TM Image from Kansas (FIFE)", Technical Report FIA-91-26, NASA Ames Research Center, Artificial Intelligence Branch, September 1991. Abstract
Paper (TIFF - 3.3mb)
The Complete Composite Classification GIF Image (1024 x 1024 pixels)
The One-quarter Composite Classification GIF Image (512 x 512 pixels)

B. Kanefsky, J. Stutz, P. Cheeseman, W. Taylor, "An Improved Automatic Classification of a Landsat/TM Image from Kansas (FIFE)", Technical Report FIA-94-01, NASA Ames Research Center, Artificial Intelligence Branch, May 1994. Abstract
Paper (TIFF - 4.3mb)

J. Stutz, P. Cheeseman, "AutoClass - a Bayesian Approach to Classification", in Maximum Entropy and Bayesian Methods, Cambridge 1994, John Skilling & Subuiso Sibisi, Eds. Kluwer Acedemic Publishers, Dordrecht, 1995.

P. Cheeseman, J. Stutz, "Bayesian Classification (AutoClass): Theory and Results", in Advances in Knowledge Discovery and Data Mining, Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, & Ramasamy Uthurusamy, Eds. AAAI Press/MIT Press, 1996.
Paper (postscript - 220kb).

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