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ORCIDUsama M. Fayyad
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2020 – today
- 2024
[j33]Ricardo Baeza-Yates
, Usama M. Fayyad:
Responsible AI: An Urgent Mandate. IEEE Intell. Syst. 39(1): 12-17 (2024)- 2023
- [j32]Usama M. Fayyad:
From Stochastic Parrots to Intelligent Assistants - The Secrets of Data and Human Interventions. IEEE Intell. Syst. 38(3): 63-67 (2023) - 2022
- [j31]Usama M. Fayyad:
The Secrets of Data Science Deployments. IEEE Intell. Syst. 37(4): 30-34 (2022) - [c41]Usama M. Fayyad, Hamit Hamutcu:
3rd IADSS Workshop on Data Science Standards - Hiring, Assessing and Upskilling Data Science Talent. KDD 2022: 4870-4871 - [p5]Ricardo Baeza-Yates, Usama M. Fayyad:
The Attention Economy and the Impact of Artificial Intelligence. Perspectives on Digital Humanism 2022: 123-134 - 2021
- [e7]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents]
2010 – 2019
- 2017
- [c40]Usama M. Fayyad, Evangelos Simoudis, Ashok Srivastava:
Foreword to the Applied Data Science: Invited Talks Track at KDD-2017. KDD 2017: 7-8 - [c39]Usama M. Fayyad, Arno Candel, Eduardo Ariño de la Rubia, Szilárd Pafka, Anthony Chong, Jeong-Yoon Lee:
Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess? KDD 2017: 31-32 - 2014
- [j30]Foster J. Provost, Geoffrey I. Webb, Ron Bekkerman, Oren Etzioni, Usama M. Fayyad, Claudia Perlich:
A Data Scientist's Guide to Start-Ups. Big Data 2(3): 117-128 (2014) - [c38]Chamsi Abu Quba Rana, Salima Hassas, Usama M. Fayyad, Milad Alshomary, Christine Gertosio:
iSoNTRE: The Social Network Transformer into Recommendation Engine. AICCSA 2014: 169-175 - [c37]Usama M. Fayyad:
DSAA/BESC Keynote Speeches: BigData, AllData, Old Data: Predictive analytics in a changing data landscape. BESC 2014: ix-xv - [c36]Chamsi Abu Quba Rana, Salima Hassas, Usama M. Fayyad, Chamsi Hammam:
From a "Cold" to a "Warm" Start in Recommender Systems. WETICE 2014: 290-292 - 2011
- [j29]Gregory Piatetsky-Shapiro, Usama M. Fayyad:
An introduction to SIGKDD and a reflection on the term 'data mining'. SIGKDD Explor. 13(2): 102-103 (2011)
2000 – 2009
- 2008
- [c35]Usama M. Fayyad:
From Mining the Web to Inventing the New Sciences Underlying the Internet. EGC 2008: 5 - 2007
- [c34]Usama M. Fayyad:
From mining the web to inventing the new sciences underlying the internet. KDD 2007: 2-3 - 2005
- [j28]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) - [j27]Ying Zhao, George Karypis, Usama M. Fayyad:
Hierarchical Clustering Algorithms for Document Datasets. Data Min. Knowl. Discov. 10(2): 141-168 (2005) - 2004
- [j26]Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan:
Editorial. Data Min. Knowl. Discov. 8(1): 5-6 (2004) - [j25]Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan:
Editorial. Data Min. Knowl. Discov. 8(2): 95-96 (2004) - [c33]Usama M. Fayyad:
Data Mining Grand Challenges. PAKDD 2004: 2 - 2003
- [j24]Usama M. Fayyad, Gregory Piatetsky-Shapiro, Ramasamy Uthurusamy:
Summary from the KDD-03 panel: data mining: the next 10 years. SIGKDD Explor. 5(2): 191-196 (2003) - 2002
- [j23]Usama M. Fayyad, Ramasamy Uthurusamy:
Evolving data into mining solutions for insights. Commun. ACM 45(8): 28-31 (2002) - 2001
- [j22]Usama M. Fayyad:
The digital physics of data mining. Commun. ACM 44(3): 62-65 (2001) - [c32]Amir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt:
Integrating Data Mining with SQL Databases: OLE DB for Data Mining. ICDE 2001: 379-387 - [c31]Usama M. Fayyad, Neal Rothleder, Paul S. Bradley:
E-business enterprise data mining. KDD Tutorials 2001 - [c30]Cheng Yang, Usama M. Fayyad, Paul S. Bradley:
Efficient discovery of error-tolerant frequent itemsets in high dimensions. KDD 2001: 194-203 - [e6]Usama M. Fayyad, Georges G. Grinstein, Andreas Wierse:
Information Visualization in Data Mining and Knowledge Discovery. Morgan Kaufmann 2001, ISBN 1-55860-689-0 - 2000
- [j21]Surajit Chaudhuri, David Madigan, Usama M. Fayyad:
KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. SIGKDD Explor. 1(2): 49-51 (2000) - [j20]Usama M. Fayyad:
Editorial. SIGKDD Explor. 1(2): i-ii (2000) - [j19]Paul S. Bradley, Sunita Sarawagi, Usama M. Fayyad:
Editorial. SIGKDD Explor. 2(1) (2000) - [j18]Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim:
Editorial. SIGKDD Explor. 2(2) (2000) - [c29]Paul S. Bradley, Cory Reina, Usama M. Fayyad:
Clustering Very Large Databases Using EM Mixture Models. ICPR 2000: 2076-2080 - [c28]Amir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama M. Fayyad:
Integration of Data Mining with Database Technology. VLDB 2000: 719-722
1990 – 1999
- 1999
- [j17]Paul S. Bradley, Usama M. Fayyad, Olvi L. Mangasarian:
Mathematical Programming for Data Mining: Formulations and Challenges. INFORMS J. Comput. 11(3): 217-238 (1999) - [j16]Usama M. Fayyad:
Editorial. SIGKDD Explor. 1(1): 1-3 (1999) - [c27]Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt:
Scalable Classification over SQL Databases. ICDE 1999: 470-479 - [c26]Jayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley:
Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. KDD 1999: 223-232 - [c25]Kristin P. Bennett, Usama M. Fayyad, Dan Geiger:
Density-Based Indexing for Approximate Nearest-Neighbor Queries. KDD 1999: 233-243 - [e5]Usama M. Fayyad, Surajit Chaudhuri, David Madigan:
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 [contents] - 1998
- [j15]Usama M. Fayyad:
Editorial. Data Min. Knowl. Discov. 2(1): 5-7 (1998) - [j14]Usama M. Fayyad:
Editorial. Data Min. Knowl. Discov. 2(2): 115-119 (1998) - [j13]Usama M. Fayyad:
Mining Databases: Towards Algorithms for Knowledge Discovery. IEEE Data Eng. Bull. 21(1): 39-48 (1998) - [j12]Michael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele:
Learning to Recognize Volcanoes on Venus. Mach. Learn. 30(2-3): 165-194 (1998) - [c24]Paul S. Bradley, Usama M. Fayyad:
Refining Initial Points for K-Means Clustering. ICML 1998: 91-99 - [c23]Paul S. Bradley, Usama M. Fayyad, Cory Reina:
Scaling Clustering Algorithms to Large Databases. KDD 1998: 9-15 - [c22]Usama M. Fayyad, Cory Reina, Paul S. Bradley:
Initialization of Iterative Refinement Clustering Algorithms. KDD 1998: 194-198 - [c21]Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri:
On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases. KDD 1998: 204-208 - 1997
- [j11]Usama M. Fayyad, Paul E. Stolorz:
Data mining and KDD: Promise and challenges. Future Gener. Comput. Syst. 13(2-3): 99-115 (1997) - [c20]Usama M. Fayyad:
Knowledge Discovery in Databases: An Overview. ILP 1997: 3-16 - [c19]Usama M. Fayyad:
Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases. SSDBM 1997: 2-11 - 1996
- [j10]Usama M. Fayyad, S. George Djorgovski, Nicholas Weir:
From Digitized Images to Online Catalogs: Data Mining a Sky Survey. AI Mag. 17(2): 51-66 (1996) - [j9]Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth:
From Data Mining to Knowledge Discovery in Databases. AI Mag. 17(3): 37-54 (1996) - [j8]Usama M. Fayyad, Ramasamy Uthurusamy:
Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). Commun. ACM 39(11): 24-26 (1996) - [j7]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) - [j6]Usama M. Fayyad, David Haussler, Paul E. Stolorz:
Mining Scientific Data. Commun. ACM 39(11): 51-57 (1996) - [j5]Usama M. Fayyad:
Data Mining and Knowledge Discovery: Making Sense Out of Data. IEEE Expert 11(5): 20-25 (1996) - [c18]Usama M. Fayyad:
Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science. AAAI/IAAI, Vol. 2 1996: 1590-1592 - [c17]Usama M. Fayyad, David Haussler, Paul E. Stolorz:
KDD for Science Data Analysis: Issues and Examples. KDD 1996: 50-56 - [c16]Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth:
Knowledge Discovery and Data Mining: Towards a Unifying Framework. KDD 1996: 82-88 - [p4]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 - [p3]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 - [p2]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 - [e4]Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy:
Advances in Knowledge Discovery and Data Mining. AAAI/MIT Press 1996, ISBN 0-262-56097-6 [contents] - [e3]Evangelos Simoudis, Jiawei Han, Usama M. Fayyad:
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 [contents] - 1995
- [j4]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) - [c15]Padhraic Smyth, Alexander G. Gray, Usama M. Fayyad:
Retrofitting Decision Tree Classifiers Using Kernel Density Estimation. ICML 1995: 506-514 - [c14]Usama M. Fayyad:
SKICAT: Sky Image Cataloging and Analysis Tool. IJCAI 1995: 2067-2068 - [e2]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, ISBN 0-929280-82-2 [contents] - 1994
- [c13]Usama M. Fayyad:
Branching on Attribute Values in Decision Tree Generation. AAAI 1994: 601-606 - [c12]Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth:
Automating the hunt for volcanoes on Venus. CVPR 1994: 302-309 - [c11]Usama M. Fayyad, Padhraic Smyth:
The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach. DL 1994: 225-249 - [c10]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 - [c9]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 - [c8]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 - [e1]Usama M. Fayyad, Ramasamy Uthurusamy:
Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, Seattle, Washington, USA, July 1994. Technical Report WS-94-03. AAAI Press 1994, ISBN 0-929280-73-3 [contents] - 1993
- [j3]Keki B. Irani, Jie Cheng, Usama M. Fayyad, Zhaogang Qian:
Applying Machine Learning to Semiconductor Manufacturing. IEEE Expert 8(1): 41-47 (1993) - [c7]Usama M. Fayyad, Nicholas Weir, S. George Djorgovski:
Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System. CIKM 1993: 527-536 - [c6]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 - [c5]Usama M. Fayyad, Keki B. Irani:
Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. IJCAI 1993: 1022-1029 - 1992
- [j2]Usama M. Fayyad, Keki B. Irani:
On the Handling of Continuous-Valued Attributes in Decision Tree Generation. Mach. Learn. 8: 87-102 (1992) - [c4]Usama M. Fayyad, Keki B. Irani:
The Attribute Selection Problem in Decision Tree Generation. AAAI 1992: 104-110 - 1991
- [b1]Usama M. Fayyad:
On the induction of decision trees for multiple concept learning. University of Michigan, USA, 1991 - [p1]Ramasamy Uthurusamy, Usama M. Fayyad, W. Scott Spangler:
Learning Useful Rules from Inconclusive Data. Knowledge Discovery in Databases 1991: 141-158 - 1990
- [c3]Usama M. Fayyad, Keki B. Irani:
What Should Be Minimized in a Decision Tree? AAAI 1990: 749-754
1980 – 1989
- 1989
- [j1]Usama M. Fayyad, John E. Laird, Keki B. Irani:
The Fifth International Conference on Machine Learning (Report). AI Mag. 10(2): 79-84 (1989) - [c2]W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy:
Induction of Decision Trees from Inconclusive Data. ML 1989: 146-150 - 1988
- [c1]Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian:
Improved Decision Trees: A Generalized Version of ID3. ML 1988: 100-106
Coauthor Index
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