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Usama M. Fayyad, Ph.D.

Usama M. Fayyad, Ph.D.

Chief Data Officer and Group Managing Director, Barclays London, UK <br> Chairman, Oasis500, Amman, Jordan

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Journal Papers

Journal Papers 
July 8, 2016September 16, 2016

“Data Mining Techniques” U. Fayyad, Advances in Computers, 50-page invited survey of field, Academic Press by Elsevier Science Publishers. in preparation – (2004)

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Journal Papers 
July 8, 2016September 16, 2016

“Knowledge Discovery in Databases: An Overview” U. Fayyad, in Relational Data Mining, S. Dzeroski and N. Lavrac (eds), pp. 28-47, Berlin: Springer-Verlag, (2001)

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Journal Papers 
December 1, 2003September 16, 2016

“Data Mining: The Next 10 Years” Usama M. Fayyad, Gregory Piatesfky-Shapiro, Ramasamy Uthurusamy. ACM SIGKDD Explorations Newsletter, Vol. 5, Issue 2, pp. 191-196, December (2003).

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Journal Papers 
March 1, 2001May 23, 2018

“The digital physics of data mining” U. Fayyad, Communications of the ACM, Vol. 44, Issue 3, pp. 62-65, March (2001).

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Being asked to project the future state of data mining is like being asked to predict what the descendants of a newborn baby will

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Journal Papers 
September 1, 1999June 11, 2018

“Cataloging and mining massive databases for science data analysis” U. Fayyad and P. Smyth, Journal of Computational Graphics and Statistics, Vol. 8, No. 3, pp. 589-610, September (1999).

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Abstract With hardware advances in sensors, scientific instruments, and data storage techniques has come the inevitable flood of data that threatens to render traditional

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Journal Papers 
August 1, 1999September 16, 2016

“Mathematical Programming for Data Mining: Formulations and Challenges” P.S. Bradley, U.M. Fayyad, and O.L. Mangasarian,. INFORMS Journal on Computing, Vol.11, Issue 3, pp. 217-238, August (1999).

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Journal Papers 
March 1, 1998July 9, 2018

“Mining Databases: Towards Algorithms for Knowledge Discovery” Usama Fayyad.. Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, Vol. 21, No. 1, pp. 39-48, March (1998).

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1 Introduction Data Mining and Knowledge Discovery in Databases (KDD) are rapidly evolving areas of research that are at the intersection of several disciplines,

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Journal Papers 
February 1, 1998September 16, 2016

“Learning to Recognize Volcanoes on Venus” M.C. Burl, L. Asker, P. Smyth, U. Fayyad, P. Perona, L. Crumpler, and J. Aubele. Machine Learning, Vol.30, Issue 2, 165-194, February (1998).

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Journal Papers 
November 1, 1997September 16, 2016

“Data mining and KDD: Promise and challenges” Fayyad, U. and Stolorz, P. Future Generation Computer Systems Vol.13, No.2, pp. 99-115, November (1997).

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Journal Papers 
July 8, 1997September 16, 2016

“Application of Classification and Clustering to Sky Survey Cataloging and Analysis” U. Fayyad, S. Djorgovski, and N. Weir. Journal of Computational Statistics and Data Analysis, (1997)

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