| 2008 |
|---|
| 69 | | Usama M. Fayyad:
From Mining the Web to Inventing the New Sciences Underlying the Internet.
EGC 2008: 5 |
| 2007 |
|---|
| 68 | EE | Usama M. Fayyad:
From mining the web to inventing the new sciences underlying the internet.
KDD 2007: 2-3 |
| 2005 |
|---|
| 67 | EE | Ying Zhao,
George Karypis,
Usama M. Fayyad:
Hierarchical Clustering Algorithms for Document Datasets.
Data Min. Knowl. Discov. 10(2): 141-168 (2005) |
| 66 | EE | 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 |
|---|
| 65 | EE | Usama M. Fayyad:
Data Mining Grand Challenges.
PAKDD 2004: 2 |
| 64 | EE | Usama M. Fayyad,
Heikki Mannila,
Raghu Ramakrishnan:
Editorial.
Data Min. Knowl. Discov. 8(1): 5-6 (2004) |
| 63 | EE | Usama M. Fayyad,
Heikki Mannila,
Raghu Ramakrishnan:
Editorial.
Data Min. Knowl. Discov. 8(2): 95-96 (2004) |
| 2003 |
|---|
| 62 | EE | 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 |
|---|
| 61 | EE | Usama M. Fayyad,
Ramasamy Uthurusamy:
Evolving data into mining solutions for insights.
Commun. ACM 45(8): 28-31 (2002) |
| 2001 |
|---|
| 60 | | Usama M. Fayyad,
Georges G. Grinstein,
Andreas Wierse:
Information Visualization in Data Mining and Knowledge Discovery
Morgan Kaufmann 2001 |
| 59 | EE | Amir Netz,
Surajit Chaudhuri,
Usama M. Fayyad,
Jeff Bernhardt:
Integrating Data Mining with SQL Databases: OLE DB for Data Mining.
ICDE 2001: 379-387 |
| 58 | EE | Cheng Yang,
Usama M. Fayyad,
Paul S. Bradley:
Efficient discovery of error-tolerant frequent itemsets in high dimensions.
KDD 2001: 194-203 |
| 57 | EE | Usama M. Fayyad,
Neal Rothleder,
Paul S. Bradley:
E-business enterprise data mining.
KDD Tutorials 2001 |
| 56 | EE | Usama M. Fayyad:
The digital physics of data mining.
Commun. ACM 44(3): 62-65 (2001) |
| 2000 |
|---|
| 55 | | Usama M. Fayyad,
Georges G. Grinstein,
Andreas Wierse:
Information Visualization in Data Mining and Knowledge Discovery
Morgan Kaufmann 2000 |
| 54 | EE | Paul S. Bradley,
Cory Reina,
Usama M. Fayyad:
Clustering Very Large Databases Using EM Mixture Models.
ICPR 2000: 2076-2080 |
| 53 | EE | Amir Netz,
Surajit Chaudhuri,
Jeff Bernhardt,
Usama M. Fayyad:
Integration of Data Mining with Database Technology.
VLDB 2000: 719-722 |
| 52 | EE | 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) |
| 51 | EE | Usama M. Fayyad:
Editorial.
SIGKDD Explorations 1(2): i-ii (2000) |
| 50 | EE | Paul S. Bradley,
Sunita Sarawagi,
Usama M. Fayyad:
Editorial.
SIGKDD Explorations 2(1): (2000) |
| 49 | EE | Paul S. Bradley,
Usama M. Fayyad,
Sunita Sarawagi,
Kyuseok Shim:
Editorial.
SIGKDD Explorations 2(2): (2000) |
| 1999 |
|---|
| 48 | EE | Surajit Chaudhuri,
Usama M. Fayyad,
Jeff Bernhardt:
Scalable Classification over SQL Databases.
ICDE 1999: 470-479 |
| 47 | EE | Jayavel Shanmugasundaram,
Usama M. Fayyad,
Paul S. Bradley:
Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions.
KDD 1999: 223-232 |
| 46 | EE | Kristin P. Bennett,
Usama M. Fayyad,
Dan Geiger:
Density-Based Indexing for Approximate Nearest-Neighbor Queries.
KDD 1999: 233-243 |
| 45 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Usama M. Fayyad,
David Haussler,
Paul E. Stolorz:
Mining Scientific Data.
Commun. ACM 39(11): 51-57 (1996) |
| 21 | EE | 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 | EE | 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 | EE | 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 | EE | 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 |
