Fayyad, Usama M.

15 publications

MLJ 1998 Learning to Recognize Volcanoes on Venus Michael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele

ICML 1998 Refining Initial Points for K-Means Clustering Paul S. Bradley, Usama M. Fayyad

AAAI 1996 Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science Usama M. Fayyad

ICML 1995 Retrofitting Decision Tree Classifiers Using Kernel Density Estimation Padhraic Smyth, Alexander G. Gray, Usama M. Fayyad

IJCAI 1995 SKICAT: Sky Image Cataloging and Analysis Tool Usama M. Fayyad

CVPR 1994 Automating the Hunt for Volcanoes on Venus Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth

AAAI 1994 Branching on Attribute Values in Decision Tree Generation Usama M. Fayyad

NeurIPS 1994 Inferring Ground Truth from Subjective Labelling of Venus Images Padhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona, Pierre Baldi

IJCAI 1993 Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning Usama M. Fayyad, Keki B. Irani

ICML 1993 SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys Usama M. Fayyad, Nicholas Weir, S. George Djorgovski

MLJ 1992 On the Handling of Continuous-Valued Attributes in Decision Tree Generation Usama M. Fayyad, Keki B. Irani

AAAI 1992 The Attribute Selection Problem in Decision Tree Generation Usama M. Fayyad, Keki B. Irani

AAAI 1990 What Should Be Minimized in a Decision Tree? Usama M. Fayyad, Keki B. Irani

ICML 1989 Induction of Decision Trees from Inconclusive Data W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy

ICML 1988 Improved Decision Trees: A Generalized Version of ID3 Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian