Patents & Publications
“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
View on http://dl.acm.org/
“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