Usama M. Fayyad

Gregory Piatetsky-Shapiro, Usama M. Fayyad: An introduction to SIGKDD and a reflection on the term 'data mining'. SIGKDD Explorations 13(2): 102-103 (2011)

Usama M. Fayyad: From Mining the Web to Inventing the New Sciences Underlying the Internet. EGC 2008: 5

Usama M. Fayyad: From mining the web to inventing the new sciences underlying the internet. KDD 2007: 2-3

Ben Kao, Minghua Zhang, Chi Lap Yip, David W. Cheung, Usama M. Fayyad: Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences. Data Min. Knowl. Discov. 10(2): 87-116 (2005)

Ying Zhao, George Karypis, Usama M. Fayyad: Hierarchical Clustering Algorithms for Document Datasets. Data Min. Knowl. Discov. 10(2): 141-168 (2005)

Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(1): 5-6 (2004)

Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(2): 95-96 (2004)

Usama M. Fayyad: Data Mining Grand Challenges. PAKDD 2004: 2

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Ramasamy Uthurusamy: Summary from the KDD-03 panel: data mining: the next 10 years. SIGKDD Explorations 5(2): 191-196 (2003)

Usama M. Fayyad, Ramasamy Uthurusamy: Evolving data into mining solutions for insights. Commun. ACM 45(8): 28-31 (2002)

Usama M. Fayyad, Georges G. Grinstein, Andreas Wierse (Eds.): Information Visualization in Data Mining and Knowledge Discovery. Morgan Kaufmann 2001, isbn 1-55860-689-0

Usama M. Fayyad: The digital physics of data mining. Commun. ACM 44(3): 62-65 (2001)

Amir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Integrating Data Mining with SQL Databases: OLE DB for Data Mining. ICDE 2001: 379-387

Usama M. Fayyad, Neal Rothleder, Paul S. Bradley: E-business enterprise data mining. KDD Tutorials 2001

Cheng Yang, Usama M. Fayyad, Paul S. Bradley: Efficient discovery of error-tolerant frequent itemsets in high dimensions. KDD 2001: 194-203

Usama M. Fayyad, Georges G. Grinstein, Andreas Wierse: Information Visualization in Data Mining and Knowledge Discovery. Morgan Kaufmann 2000, isbn 1-55860-689-0

Surajit Chaudhuri, David Madigan, Usama M. Fayyad: KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. SIGKDD Explorations 1(2): 49-51 (2000)

Usama M. Fayyad: Editorial. SIGKDD Explorations 1(2): i-ii (2000)

Paul S. Bradley, Sunita Sarawagi, Usama M. Fayyad: Editorial. SIGKDD Explorations 2(1) (2000)

Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim: Editorial. SIGKDD Explorations 2(2) (2000)

Paul S. Bradley, Cory Reina, Usama M. Fayyad: Clustering Very Large Databases Using EM Mixture Models. ICPR 2000: 2076-2080

Amir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama M. Fayyad: Integration of Data Mining with Database Technology. VLDB 2000: 719-722

Paul S. Bradley, Usama M. Fayyad, Olvi L. Mangasarian: Mathematical Programming for Data Mining: Formulations and Challenges. INFORMS Journal on Computing 11(3): 217-238 (1999)

Usama M. Fayyad: Editorial. SIGKDD Explorations 1(1): 1-3 (1999)

Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Scalable Classification over SQL Databases. ICDE 1999: 470-479

Jayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley: Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. KDD 1999: 223-232

Kristin P. Bennett, Usama M. Fayyad, Dan Geiger: Density-Based Indexing for Approximate Nearest-Neighbor Queries. KDD 1999: 233-243

Usama M. Fayyad, Surajit Chaudhuri, David Madigan (Eds.): Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18, 1999. ACM 1999, isbn 1-58113-143-7

Usama M. Fayyad: Editorial. Data Min. Knowl. Discov. 2(1): 5-7 (1998)

Usama M. Fayyad: Editorial. Data Min. Knowl. Discov. 2(2): 115-119 (1998)

Usama M. Fayyad: Mining Databases: Towards Algorithms for Knowledge Discovery. IEEE Data Eng. Bull. 21(1): 39-48 (1998)

Michael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele: Learning to Recognize Volcanoes on Venus. Machine Learning 30(2-3): 165-194 (1998)

Paul S. Bradley, Usama M. Fayyad: Refining Initial Points for K-Means Clustering. ICML 1998: 91-99

Paul S. Bradley, Usama M. Fayyad, Cory Reina: Scaling Clustering Algorithms to Large Databases. KDD 1998: 9-15

Usama M. Fayyad, Cory Reina, Paul S. Bradley: Initialization of Iterative Refinement Clustering Algorithms. KDD 1998: 194-198

Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri: On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases. KDD 1998: 204-208

Usama M. Fayyad: Knowledge Discovery in Databases: An Overview. ILP 1997: 3-16

Usama M. Fayyad: Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases. SSDBM 1997: 2-11

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy (Eds.): Advances in Knowledge Discovery and Data Mining. AAAI/MIT Press 1996, isbn 0-262-56097-6

Usama M. Fayyad, S. George Djorgovski, Nicholas Weir: From Digitized Images to Online Catalogs: Data Mining a Sky Survey. AI Magazine 17(2): 51-66 (1996)

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: From Data Mining to Knowledge Discovery in Databases. AI Magazine 17(3): 37-54 (1996)

Usama M. Fayyad, Ramasamy Uthurusamy: Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). Commun. ACM 39(11): 24-26 (1996)

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: The KDD Process for Extracting Useful Knowledge from Volumes of Data. Commun. ACM 39(11): 27-34 (1996)

Usama M. Fayyad, David Haussler, Paul E. Stolorz: Mining Scientific Data. Commun. ACM 39(11): 51-57 (1996)

Usama M. Fayyad: Data Mining and Knowledge Discovery: Making Sense Out of Data. IEEE Expert 11(5): 20-25 (1996)

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: From Data Mining to Knowledge Discovery: An Overview. Advances in Knowledge Discovery and Data Mining 1996: 1-34

Usama M. Fayyad, S. George Djorgovski, Nicholas Weir: Automating the Analysis and Cataloging of Sky Surveys. Advances in Knowledge Discovery and Data Mining 1996: 471-493

Padhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona: Modeling Subjective Uncertainty in Image Annotation. Advances in Knowledge Discovery and Data Mining 1996: 517-539

Usama M. Fayyad: Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science. AAAI/IAAI, Vol. 2 1996: 1590-1592

Usama M. Fayyad, David Haussler, Paul E. Stolorz: KDD for Science Data Analysis: Issues and Examples. KDD 1996: 50-56

Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: Knowledge Discovery and Data Mining: Towards a Unifying Framework. KDD 1996: 82-88

Evangelos Simoudis, Jiawei Han, Usama M. Fayyad (Eds.): Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), Portland, Oregon, USA. AAAI Press 1996, isbn 1-57735-004-9

Evangelos Simoudis, Jiawei Han, Usama M. Fayyad (Eds.): Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96). AAAI Press 1996, isbn 1-57735-004-9

Usama M. Fayyad, Padhraic Smyth, Nicholas Weir, S. George Djorgovski: Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges. J. Intell. Inf. Syst. 4(1): 7-25 (1995)

Padhraic Smyth, Alexander G. Gray, Usama M. Fayyad: Retrofitting Decision Tree Classifiers Using Kernel Density Estimation. ICML 1995: 506-514

Usama M. Fayyad: SKICAT: Sky Image Cataloging and Analysis Tool. IJCAI 1995: 2067-2068

Usama M. Fayyad, Ramasamy Uthurusamy (Eds.): Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995. AAAI Press 1995, isbn 0-929280-82-2

Usama M. Fayyad, Ramasamy Uthurusamy (Eds.): Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995. AAAI Press 1995, isbn 0-929280-82-2

Usama M. Fayyad: Branching on Attribute Values in Decision Tree Generation. AAAI 1994: 601-606

Usama M. Fayyad, Padhraic Smyth: The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach. DL 1994: 225-249

Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth: Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth. ICIP (3) 1994: 236-240

Padhraic Smyth, Michael C. Burl, Usama M. Fayyad, Pietro Perona: Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth. KDD Workshop 1994: 109-120

Padhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona, Pierre Baldi: Inferring Ground Truth from Subjective Labelling of Venus Images. NIPS 1994: 1085-1092

Usama M. Fayyad, Ramasamy Uthurusamy (Eds.): Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, Seattle, Washington, July 1994. Technical Report WS-94-03. AAAI Press 1994, isbn 0-929280-73-3

Keki B. Irani, Jie Cheng, Usama M. Fayyad, Zhaogang Qian: Applying Machine Learning to Semiconductor Manufacturing. IEEE Expert 8(1): 41-47 (1993)

Usama M. Fayyad, Nicholas Weir, S. George Djorgovski: Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System. CIKM 1993: 527-536

Usama M. Fayyad, Nicholas Weir, S. George Djorgovski: SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys. ICML 1993: 112-119

Usama M. Fayyad, Keki B. Irani: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. IJCAI 1993: 1022-1029

Usama M. Fayyad, Keki B. Irani: On the Handling of Continuous-Valued Attributes in Decision Tree Generation. Machine Learning 8: 87-102 (1992)

Usama M. Fayyad, Keki B. Irani: The Attribute Selection Problem in Decision Tree Generation. AAAI 1992: 104-110

Ramasamy Uthurusamy, Usama M. Fayyad, W. Scott Spangler: Learning Useful Rules from Inconclusive Data. Knowledge Discovery in Databases 1991: 141-158

Usama M. Fayyad, Keki B. Irani: What Should Be Minimized in a Decision Tree? AAAI 1990: 749-754

Usama M. Fayyad, John E. Laird, Keki B. Irani: The Fifth International Conference on Machine Learning (Report). AI Magazine 10(2): 79-84 (1989)

W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy: Induction of Decision Trees from Inconclusive Data. ML 1989: 146-150

Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian: Improved Decision Trees: A Generalized Version of ID3. ML 1988: 100-106