Usama M. Fayyad

Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning

Usama M. Fayyad, Keki B. Irani · International Joint Conference on Artificial Intelligence · 1993 · 2.8K citations

Computing, Mathematics, Data Mining +12

From data mining to knowledge discovery: an overview

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth · Knowledge Discovery and Data Mining · 1996 · 2.3K citations

Computing, Computer Science, Data Science +10

The KDD process for extracting useful knowledge from volumes of data

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth · Communications of the ACM · 1996 · 1.9K citations · Full text

Computing, Computer Science, Information Systems +11

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining

Evangelos Simoudis, Jiawei Han, Usama M. Fayyad · 1996 · 1.1K citations

Computing, Computer Science, Data Science +17

Refining Initial Points for K-Means Clustering

Paul S. Bradley, Usama M. Fayyad · 1998 · 1K citations

Computing, Computer Science, Data Science +12