Abstract A system that provides for the graphic visualization of the categories of a collection of records. The graphic visualization is referred to as
Patents & Publications
6,212,526 Method for apparatus for efficient mining of classification models from databases
Abstract Method and apparatus for the construction of a classification model (for example a decision tree) from data in a large database. The database
“Integrating Data Mining with SQL Databases: OLE DB for Data Mining” Amir Netz, Surajit Chaudhuri, Usama Fayyad, Jeff Bernhardt. Pro. of the 17th International Conference on Data Engineering, pp. 379-387, IEEE Computer Society, Heidelberg, Germany, April (2001).
“The digital physics of data mining” U. Fayyad, Communications of the ACM, Vol. 44, Issue 3, pp. 62-65, March (2001).
Being asked to project the future state of data mining is like being asked to predict what the descendants of a newborn baby will
Technology Review, MIT’s Magazine of Innovation, Names digiMine CEO Usama Fayyad to TR10
Usama Fayyad “Hello again, Sidney P. Manyclicks. We have recommendations for you. Customers who bought this title also bought…” Intrusive? A touch of personal
“Data Mining: The Next 10 Years”, Usama M. Fayyad, Gregory Piatetsky-Shapiro, Ramasamy Uthurusamy. ACM SIGKDD Explorations Newsletter, Vol. 5, Issue 2, pp. 191-196
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The Challenge is Growing / Beyond the Giants and the Monsters
The Challenge is Growing According to recent studies on the tremendous increase in the amount of data recorded and stored on digital media, it
6,115,708 Method for refining the initial conditions for clustering with applications to small and large database clustering
Abstract As an optimization problem, clustering data (unsupervised learning) is known to be a difficult problem. Most practical approaches use a heuristic, typically gradient-descent,
“Integration of Data Mining with Database Technology” Amir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama Fayyad. VLDB 2000, Pro. of 26th International Conference on Very Large Data Bases, pp. 719-722, Morgan Kaufmann, Cairo, Egypt, September (2000).
Fayyad, U. “Data Mining and Knowledge Discovery”, Encyclopedia of Computer Science, 4th Edition
Description The Encyclopedia of Computer Science remains the definitive reference in the ever–changing field of computing. Now in its Fourth Edition, this influential work provides