Usama – Page 130 – Usama M. Fayyad, Ph.D.

August 1, 1995September 4, 2017

Starlight, Star Bright: Data Mining the Cosmos

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The Information Age, with its even more clever methods for gathering data, is putting the screws to scientists across a wide range of disciplines.

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Edited Collections

August 1, 1995September 16, 2016

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95) U.M. Fayyad & R. Uthurusamy (Eds.) AAAI Press, (1995). ISBN-0-929280-82-2

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Technical Tutorials

August 1, 1995September 16, 2016

4 Hour Tutorial – Usama Fayyad and Evangelos Simoudis, 14th International Joint Conference on Artificial Intelligence IJCAI-95, Montreal, Canada, August 21, 1995.

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Other Conferences and Symposia

July 8, 1995September 16, 2016

“Clustering Analysis Algorithms and Their Applications to Digital POSS-II Catalogs” DeCarvalho, R., Djorgovski, S.G., Weir, N., Fayyad, U., Cherkauer, K., Roden, J., and Gray, A. in R. Shaw, H. Payne, and J. Hayes (eds.), Astronomical Data Analysis Software and Systems ADASS-IV, A.S.P. Conference Series 77, p. 272 (1995).

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July 8, 1995September 16, 2016

“Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth” P. Smyth, M.C. Burl, U.M. Fayyad & P. Perona. A chapter in Advances in Knowledge Discovery and Data Mining, U.M. Fayyad, G. Piatetsky-Shapiro, P. Smyth, & R. Uthurusamy (Eds.), AAAI/MIT Press (1995).

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July 8, 1995September 16, 2016

The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach” U.M. Fayyad & P. Smyth. A chapter in Digital Libraries, N.R. Adam, B. Bhargava & Y. Yesha (Eds.), Lecture Notes in Computer Science 916, pp. 225-249, Berlin–Heidelberg: Springer Verlag (1995).

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July 8, 1995September 16, 2016

“The automated analysis, cataloguing, and searching of digital image libraries: a machine learning approach” U. M. Fayyad and P. Smyth, in Advances in Digital Libraries, N. R. Adam and B. Bhargava (eds.), Lectures Notes in Computer Science, Springer-Verlag, pp.225-249, (1995).

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Refereed conferences and workshops

July 1, 1995September 16, 2016

“Retrofitting Decision Tree Classifiers Using Kernel Density Estimation” Padhraic Smyth, Alexander Gray, Usama M. Fayyad. ML 1995, Pro. of the 12th International Conference on Machine Learning, pp. 506-514, Morgan Kaufmann, Tahoe, CA, July (1995).

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July 1, 1995September 16, 2016

“Discovery of Five Quasars at z>4 Using the Second Palomar Sky Survey” J.D. Kennefick, R.R. de Carvalho, S.G. Djorgovski, M.M. Wilber, E.S. Dickson, N. Weir, U. Fayyad, and J. Roden. The Astronomical Journal Vol. 110, No. 1, pp. 78-86, July (1995).

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July 1, 1995September 16, 2016

“Initial Galaxy Counts From Digitized POSS-II” N. Weir, S. Djorgovski, & U.M. Fayyad. The Astronomical Journal Vol. 110, No. 1, pp. 1-20, July (1995).

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