Usama – Page 128 – Usama M. Fayyad, Ph.D.

November 1, 1996September 16, 2016

“The KDD Process for Extracting Useful Knowledge from Volumes of Data” U. Fayyad, G. Piatetsky-Shapiro, and P. Smyth, Communications of the ACM, Vol. 39, No. 11, pp. 27-34, November (1996).

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Edited Collections

October 23, 1996September 16, 2016

On Bias, Variance, 0/1 – Loss, and the Curse-of-Dimensionality

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View on http://link.springer.com/

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October 1, 1996September 16, 2016

“Data Mining and Knowledge Discovery: Making Sense Out of Data” Usama M. Fayyad, IEEE Intelligent Systems, Vol. 11, Issue 5, pp. 20-25, October (1996).

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Edited Collections

August 1, 1996September 16, 2016

Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD-96), E. Simoudis, J. Han, & U.M. Fayyad (Eds.) AAAI Press, (1996). ISBN-157735-0049

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Technical Tutorials

August 1, 1996September 16, 2016

4 Hour Tutorial – Usama Fayyad and Evangelos Simoudis, 13th National Conference on Artificial Intelligence AAAAI-96, Portland, OR, August 5, 1996.

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Keynotes & Invited Talks

August 1, 1996September 16, 2016

Invited Speaker – National Conference on Artificial Intelligence (AAAI-IAAI 96), Portland, OR, Aug. 11, 1996.

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Other Conferences and Symposia

July 8, 1996September 16, 2016

“Analysis of Digital POSS-II Catalogs Using Heirarchical Unsupervised Learning Algorithms” J.S. yoo, A. Gray, J. Roden, U.M. Fayyad, R.R. DeCarvalho, and S.G. Djorgovski, Astronomical Data Analysis Software and Systems ADASS-V, A.S.P. Conference Series (1996).

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July 8, 1996September 16, 2016

“Cataloging Sky Objects Using SKICAT” U.M. Fayyad, S.G. Djorgovski, and N. Weir. A chapter in Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy (Eds.), AAAI/MIT Press (1996).

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July 8, 1996September 16, 2016

“From data mining to knowledge discovery: an overview” U. Fayyad, G. Piatetsky-Shapiro and P. Smyth, in Advances in Knowledge Discovery and Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, and R. Uthurasamy (eds.), Palo Alto, CA: AAAI/MIT Press, pp.1–34, (1996).

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July 8, 1996September 16, 2016

“Knowledge discovery in large image databases: dealing with uncertainties in ground truth” P. Smyth, M. Burl, U. M. Fayyad, P. Perona, in Advances in Knowledge Discovery and Data Mining, U. M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurasamy (eds.), AAAI/MIT Press, pp.517– 539, (1996).

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