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Usama M. Fayyad Vis

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*2008
70 Usama M. Fayyad: From Mining the Web to Inventing the New Sciences Underlying the Internet. EGC 2008: 5
2007
69EEUsama M. Fayyad: From mining the web to inventing the new sciences underlying the internet. KDD 2007: 2-3
2005
68EEYing Zhao, George Karypis, Usama M. Fayyad: Hierarchical Clustering Algorithms for Document Datasets. Data Min. Knowl. Discov. 10(2): 141-168 (2005)
67EEBen 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
66EEUsama M. Fayyad: Data Mining Grand Challenges. PAKDD 2004: 2
65EEUsama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(1): 5-6 (2004)
64EEUsama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan: Editorial. Data Min. Knowl. Discov. 8(2): 95-96 (2004)
2003
63EEUsama 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
62EEUsama 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
60EEAmir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Integrating Data Mining with SQL Databases: OLE DB for Data Mining. ICDE 2001: 379-387
59EECheng Yang, Usama M. Fayyad, Paul S. Bradley: Efficient discovery of error-tolerant frequent itemsets in high dimensions. KDD 2001: 194-203
58EEUsama M. Fayyad, Neal Rothleder, Paul S. Bradley: E-business enterprise data mining. KDD Tutorials 2001
57EEUsama 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
55EEPaul S. Bradley, Cory Reina, Usama M. Fayyad: Clustering Very Large Databases Using EM Mixture Models. ICPR 2000: 2076-2080
54EEAmir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama M. Fayyad: Integration of Data Mining with Database Technology. VLDB 2000: 719-722
53EESurajit 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)
52EEUsama M. Fayyad: Editorial. SIGKDD Explorations 1(2): i-ii (2000)
51EEPaul S. Bradley, Sunita Sarawagi, Usama M. Fayyad: Editorial. SIGKDD Explorations 2(1): (2000)
50EEPaul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim: Editorial. SIGKDD Explorations 2(2): (2000)
1999
49EESurajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt: Scalable Classification over SQL Databases. ICDE 1999: 470-479
48EEJayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley: Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. KDD 1999: 223-232
47EEKristin P. Bennett, Usama M. Fayyad, Dan Geiger: Density-Based Indexing for Approximate Nearest-Neighbor Queries. KDD 1999: 233-243
46EEPaul 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)
45EEUsama 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)
38EEUsama 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
35EEUsama 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)
24EEUsama M. Fayyad, Ramasamy Uthurusamy: Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). Commun. ACM 39(11): 24-26 (1996)
23EEUsama 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)
22EEUsama M. Fayyad, David Haussler, Paul E. Stolorz: Mining Scientific Data. Commun. ACM 39(11): 51-57 (1996)
21EEUsama 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
12EEPadhraic 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
11EEUsama 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
8EEKeki 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

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

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)