![](https://dblp1.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp1.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp1.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp1.uni-trier.de/img/search.dark.16x16.png)
default search action
Usama M. Fayyad
Person information
Refine list
![note](https://dblp1.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-05-14 21:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint