Book Chapters – Usama M. Fayyad, Ph.D.

August 1, 2001September 16, 2016

“Efficient discovery of error-tolerant frequent itemsets in high dimensions” Cheng Yang, Usama Fayyad, Paul S. Bradley. Pro. of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 194-203, ACM Press, San Francisco, CA, August (2001).

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April 1, 2001September 16, 2016

“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).

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September 1, 2000September 16, 2016

“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).

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August 1, 1999September 16, 2016

“Density-Based Indexing for Approximate Nearest-Neighbor Queries” Kristin P. Bennett, Usama Fayyad, Dan Geiger. KDD 1999, Pro. of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 233-243, ACM Press, San Diego, CA, August (1999).

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August 1, 1999September 16, 2016

“Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions” Jayavel Shanmugasundaram, Usama Fayyad, P. S. Bradely. KDD 1999, Pro. of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 223-232, ACM Press, San Diego, CA, August (1999).

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March 1, 1999September 16, 2016

“Scalable Classification over SQL Databases” Surajit Chaudhuri, Usama Fayyad, Jeff Bernhardt. ICDE 1999, Pro. of the 15th International Conference on Data Engineering, pp. 470-479, IEEE Computer Society, Sydney, Australia, March (1999).

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August 1, 1998September 16, 2016

“Scaling Clustering Algorithms to Large Databases” P. S. Bradley, Usama Fayyad, Cory Reina. KDD 1998, Pro. of the 4th International Conference on Knowledge Discovery and Data Mining, pp. 9-15, AAAI Press, New York, NY, August (1998).

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August 1, 1998September 16, 2016

“Initialization of Iterative Refinement Clustering Algorithms” Usama Fayyad, Cory Reina, P. S. Bradely. KDD 1998, Pro. of the 4th International Conference on Knowledge Discovery and Data Mining, pp. 194-198, AAAI Press, New York, NY, August (1998).

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August 1, 1998September 16, 2016

“On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases” Goetz Graefe, Usama Fayyad, Surajit Chaudhuri. KDD 1998, Pro. of the 4th International Conference on Knowledge Discovery and Data Mining, pp. 204-208, AAAI Press, New York, NY, August (1998).

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July 8, 1998September 16, 2016

“A Learning Approach to Object Recognition: Applications in Science Image Database Exploration and Analysis” U.M. Fayyad, P. Smyth, M.C. Burl, & P. Perona. A chapter in Early Visual Learning, S. Nayar and T. Poggio (Eds.), Oxford University Press (1998).

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