Author: Usama
“Sensor Selection in Complex System Monitoring Using Information Quantification and Causal Reasoning” R.J. Doyle, U.M. Fayyad, et al A chapter in Recent Advances in Qualitative Physics, B. Faltings & P. Struss (Eds.) MIT Press, Cambridge, MA (1992).
“A Machine Learning Approach to Diagnosis and Control with Applications in Semiconductor Manufacturing” K.B. Irani, J. Cheng, U.M. Fayyad, & Z. Qian. A chapter in Intelligent Modeling, Diagnosis, and Control of Manufacturing Processes, B. Chu & S. Chen (Eds.) World Scientific Publishing (1992).
“Automating Sky Object Classification in Astronomical Survey Images” U.M. Fayyad, R.J. Doyle, N. Weir, S. Djorgovski. MD 1992, Pro. of the ML 92 Workshop on Machine Discovery, Vol. 92, Issue 12, Jan M. Zytkow (ed.), pp. 117-125, The Wichita State University, Aberdeen, Scotland, July (1992).
“The Attribute Selection Problem in Decision Tree Generation” Usama M. Fayyad, Keki B. Irani. AAAI 1992, Pro. of the 10th National Conference on Artificial Intelligence, pp. 104-110, AAAI Press, San Jose, CA, July (1992).
“An Analysis of the Palomar Observatory-STScI Digital Sky Survey: Catalog Construction and Classification Results” N. Weir, S. Djorgovski & U. Fayyad. Proc. of American Astronomical Society AAS meeting #180, Bulletin of the American Astronomical Society, Vol. 24, p. 741. Columbus, Ohio, June (1992).
“Applying Machine Learning Classification Techniques to Automate Sky Object Cataloguing” U.M. Fayyad, R.J. Doyle, N. Weir, & S. Djorgovski. Pro. of International Space Year Conference on Earth & Space Science Information Systems, A. Zygielbaum (ed.), pp. 405-417, AIP Conf. Pro. No. 283, Pasadena, CA, February (1992).
“A Machine Learning Approach to Diagnosis and Control with Applications in Semiconductor Manufacturing”, K.B. Irani, J. Cheng, U.M. Fayyad, & Z. Qian. A chapter in Intelligent Modeling, Diagnosis, and Control of Manufacturing Processes, B. Chu & S. Chen (Eds.) World Scientific Publishing
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“On the Handling of Continuous-valued Attributes in Decision Tree generation” U.M. Fayyad & K.B. Irani. Machine Learning, Vol. 8, No. 1, pp. 87-102, Kluwer Academic Publishers, January (1992).
On the Induction of Decision Trees for Multiple Concept Learning Electrical Engineering & Computer Science Department, The University of Michigan, Ann Arbor, September 1991. DOCTORAL COMMITTEE: K.B. Irani (Chair), J.H. Holland, J.E. Laird, R.K. Lindsay, and R. Uthurusamy
Abstract, Ackowledgements, Table of Contents, List of Figures, List of Tables, List of Appendices Chapter 1 Chapter 2