Usama M. Fayyad

	2008
70		Usama M. Fayyad: From Mining the Web to Inventing the New Sciences Underlying the Internet. EGC 2008: 5
	2007
69		Usama M. Fayyad: From mining the web to inventing the new sciences underlying the internet. KDD 2007: 2-3
	2005
68		Ying Zhao, George Karypis, Usama M. Fayyad: Hierarchical Clustering Algorithms for Document Datasets. Data Min. Knowl. Discov. 10(2): 141-168 (2005)
67		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)
	2004
66		Usama M. Fayyad: Data Mining Grand Challenges. PAKDD 2004: 2
65		Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(1): 5-6 (2004)
64		Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(2): 95-96 (2004)
	2003
63		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)
	2002
62		Usama M. Fayyad, Ramasamy Uthurusamy: Evolving data into mining solutions for insights. Commun. ACM 45(8): 28-31 (2002)
	2001
61		Usama M. Fayyad, Georges G. Grinstein, Andreas Wierse: Information Visualization in Data Mining and Knowledge Discovery Morgan Kaufmann 2001
60		Amir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Integrating Data Mining with SQL Databases: OLE DB for Data Mining. ICDE 2001: 379-387
59		Cheng Yang, Usama M. Fayyad, Paul S. Bradley: Efficient discovery of error-tolerant frequent itemsets in high dimensions. KDD 2001: 194-203
58		Usama M. Fayyad, Neal Rothleder, Paul S. Bradley: E-business enterprise data mining. KDD Tutorials 2001
57		Usama M. Fayyad: The digital physics of data mining. Commun. ACM 44(3): 62-65 (2001)
	2000
56		Usama M. Fayyad, Georges G. Grinstein, Andreas Wierse: Information Visualization in Data Mining and Knowledge Discovery Morgan Kaufmann 2000
55		Paul S. Bradley, Cory Reina, Usama M. Fayyad: Clustering Very Large Databases Using EM Mixture Models. ICPR 2000: 2076-2080
54		Amir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama M. Fayyad: Integration of Data Mining with Database Technology. VLDB 2000: 719-722
53		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)
52		Usama M. Fayyad: Editorial. SIGKDD Explorations 1(2): i-ii (2000)
51		Paul S. Bradley, Sunita Sarawagi, Usama M. Fayyad: Editorial. SIGKDD Explorations 2(1): (2000)
50		Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim: Editorial. SIGKDD Explorations 2(2): (2000)
	1999
49		Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Scalable Classification over SQL Databases. ICDE 1999: 470-479
48		Jayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley: Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. KDD 1999: 223-232
47		Kristin P. Bennett, Usama M. Fayyad, Dan Geiger: Density-Based Indexing for Approximate Nearest-Neighbor Queries. KDD 1999: 233-243
46		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)
45		Usama M. Fayyad: Editorial. SIGKDD Explorations 1(1): 1-3 (1999)
	1998
44		Paul S. Bradley, Usama M. Fayyad: Refining Initial Points for K-Means Clustering. ICML 1998: 91-99
43		Usama M. Fayyad, Cory Reina, Paul S. Bradley: Initialization of Iterative Refinement Clustering Algorithms. KDD 1998: 194-198
42		Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri: On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases. KDD 1998: 204-208
41		Paul S. Bradley, Usama M. Fayyad, Cory Reina: Scaling Clustering Algorithms to Large Databases. KDD 1998: 9-15
40		Usama M. Fayyad: Editorial. Data Min. Knowl. Discov. 2(1): 5-7 (1998)
39		Usama M. Fayyad: Editorial. Data Min. Knowl. Discov. 2(2): 115-119 (1998)
38		Usama M. Fayyad: Mining Databases: Towards Algorithms for Knowledge Discovery. IEEE Data Eng. Bull. 21(1): 39-48 (1998)
37		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)
	1997
36		Usama M. Fayyad: Knowledge Discovery in Databases: An Overview. ILP 1997: 3-16
35		Usama M. Fayyad: Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases. SSDBM 1997: 2-11
	1996
34		Evangelos Simoudis, Jiawei Han, Usama M. Fayyad: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96) AAAI Press 1996
33		Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy: Advances in Knowledge Discovery and Data Mining. AAAI/MIT Press 1996
32		Usama M. Fayyad: Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science. AAAI/IAAI, Vol. 2 1996: 1590-1592
31		Usama M. Fayyad, David Haussler, Paul E. Stolorz: KDD for Science Data Analysis: Issues and Examples. KDD 1996: 50-56
30		Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: Knowledge Discovery and Data Mining: Towards a Unifying Framework. KDD 1996: 82-88
29		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
28		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
27		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
26		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)
25		Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: From Data Mining to Knowledge Discovery in Databases. AI Magazine 17(3): 37-54 (1996)
24		Usama M. Fayyad, Ramasamy Uthurusamy: Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). Commun. ACM 39(11): 24-26 (1996)
23		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)
22		Usama M. Fayyad, David Haussler, Paul E. Stolorz: Mining Scientific Data. Commun. ACM 39(11): 51-57 (1996)
21		Usama M. Fayyad: Data Mining and Knowledge Discovery: Making Sense Out of Data. IEEE Expert 11(5): 20-25 (1996)
	1995
20		Usama M. Fayyad, Ramasamy Uthurusamy: Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995 AAAI Press 1995
19		Padhraic Smyth, Alexander Gray, Usama M. Fayyad: Retrofitting Decision Tree Classifiers Using Kernel Density Estimation. ICML 1995: 506-514
18		Usama M. Fayyad: SKICAT: Sky Image Cataloging and Analysis Tool. IJCAI 1995: 2067-2068
17		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)
	1994
16		Usama M. Fayyad: Branching on Attribute Values in Decision Tree Generation. AAAI 1994: 601-606
15		Usama M. Fayyad, Padhraic Smyth: The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach. DL 1994: 225-249
14		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
13		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
12		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
	1993
11		Usama M. Fayyad, Nicholas Weir, S. George Djorgovski: Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System. CIKM 1993: 527-536
10		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
9		Usama M. Fayyad, Keki B. Irani: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. IJCAI 1993: 1022-1029
8		Keki B. Irani, Jie Cheng, Usama M. Fayyad, Zhaogang Qian: Applying Machine Learning to Semiconductor Manufacturing. IEEE Expert 8(1): 41-47 (1993)
	1992
7		Usama M. Fayyad, Keki B. Irani: The Attribute Selection Problem in Decision Tree Generation. AAAI 1992: 104-110
6		Usama M. Fayyad, Keki B. Irani: On the Handling of Continuous-Valued Attributes in Decision Tree Generation. Machine Learning 8: 87-102 (1992)
	1991
5		Ramasamy Uthurusamy, Usama M. Fayyad, W. Scott Spangler: Learning Useful Rules from Inconclusive Data. Knowledge Discovery in Databases 1991: 141-158
	1990
4		Usama M. Fayyad, Keki B. Irani: What Should Be Minimized in a Decision Tree? AAAI 1990: 749-754
	1989
3		W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy: Induction of Decision Trees from Inconclusive Data. ML 1989: 146-150
2		Usama M. Fayyad, John E. Laird, Keki B. Irani: The Fifth International Conference on Machine Learning (Report). AI Magazine 10(2): 79-84 (1989)
	1988
1		Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian: Improved Decision Trees: A Generalized Version of ID3. ML 1988: 100-106

Coauthor Index

1	Lars Asker	[37]
2	Jayne Aubele	[37]
3	Pierre Baldi	[12]
4	Kristin P. Bennett	[47]
5	Jeff Bernhardt	[49] [54] [60]
6	Paul S. Bradley	[41] [43] [44] [46] [48] [50] [51] [55] [58] [59]
7	Michael C. Burl	[12] [13] [14] [27] [37]
8	Surajit Chaudhuri	[42] [49] [53] [54] [60]
9	Jie Cheng	[1] [8]
10	David Wai-Lok Cheung (David W. Cheung)	[67]
11	Larry Crumpler	[37]
12	S. George Djorgovski	[10] [11] [17] [26] [28]
13	Dan Geiger	[47]
14	Goetz Graefe	[42]
15	Alexander Gray	[19]
16	Georges G. Grinstein	[56] [61]
17	Jiawei Han	[34]
18	David Haussler	[22] [31]
19	Keki B. Irani	[1] [2] [4] [6] [7] [8] [9]
20	Ben Kao (Benjamin C. M. Kao)	[67]
21	George Karypis	[68]
22	John E. Laird	[2]
23	David Madigan	[53]
24	Olvi L. Mangasarian (O. L. Mangasarian)	[46]
25	Heikki Mannila	[64] [65]
26	Amir Netz	[54] [60]
27	Pietro Perona	[12] [13] [14] [27] [37]
28	Gregory Piatetsky-Shapiro	[23] [25] [29] [30] [33] [63]
29	Zhaogang Qian	[1] [8]
30	Raghu Ramakrishnan	[64] [65]
31	Cory Reina	[41] [43] [55]
32	Neal Rothleder	[58]
33	Sunita Sarawagi	[50] [51]
34	Jayavel Shanmugasundaram	[48]
35	Kyuseok Shim	[50]
36	Evangelos Simoudis	[34]
37	Padhraic Smyth	[12] [13] [14] [15] [17] [19] [23] [25] [27] [29] [30] [33] [37]
38	W. Scott Spangler	[3] [5]
39	Paul E. Stolorz	[22] [31]
40	Ramasamy Uthurusamy	[3] [5] [20] [24] [33] [62] [63]
41	Nicholas Weir	[10] [11] [17] [26] [28]
42	Andreas Wierse	[56] [61]
43	Cheng Yang	[59]
44	Chi Lap Yip	[67]
45	Minghua Zhang	[67]
46	Ying Zhao	[68]

Colors in the list of coauthors