Author: Usama
“Multi-Interval Discretization of Continuous-Valued Attributes for Machine Learning Algorithms” U.M. Fayyad & K.B. Irani. Proceedings of the Sixth Annual SRC/DARPA CIM-IC Workshop: Computer Integrated Manufacturing of Integrated Circuits, Research Triangle Park, NC, August (1991).
“Avoiding Information Overload in System Control” R.J. Doyle, S. Chien, U.M. Fayyad. Pro. of SITEF-91 International Market of Advanced Technology, Toulouse, France (1991).
“Learning of Useful Rules from Inconclusive Data” R. Uthurusamy, U.M. Fayyad & S. Spangler. A chapter in Knowledge Discovery in Databases, G. Piatetsky-Shapiro and W. Frawley (Eds.) AAAI Press, Menlo Park, CA (1991).
“Sensor Selection Techniques In Device Monitoring” R.J. Doyle & U.M. Fayyad. Pro. of the Second Annual AI, Simulation and Planning in High Autonomy Systems Conference: Integrating Qualitative and Quantitative Knowledge for Complex System and Simulation Models, pp. 154-163, IEEE Press, Cocoa Beach, FL, April (1991).
“Applications of Machine Learning Techniques in Semiconductor Manufacturing.” J. Cheng, U.M. Fayyad, K.B. Irani, & Z. Qian) Proceedings of The S.P.I.E. Conference on Applications of Artificial Intelligence VIII, pp. 956-965, Orlando, Fl: International Society for Optical Engineers (1990).
“What Should Be Minimized in a Decision Tree?” U.M. Fayyad & K.B. Irani. Proceedings of AAAI-90 The Eighth National Conference on Artificial Intelligence. pp. 749-754, Boston, MA: MIT Press (1990).
S. Spangler, U.M. Fayyad, and R. Uthurusamy (1988) “Induction of Decision Trees from Inconclusive Data.” (with Spangler & Uthurusamy) General Motors Research Report GMR-6573. General Motors Research Labs, Warren, MI, (6 p.)
“Induction of Decision Trees from Inconclusive Data.” S. Spangler, U.M. Fayyad & R. Uthurusamy. Proceedings of the Knowledge Discovery in Databases Workshop: IJCAI-89, Detroit, MI