Usama M. Fayyad

According to our database1, Usama M. Fayyad authored at least 70 papers between 1988 and 2017.

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Bibliography

2017
Foreword to the Applied Data Science: Invited Talks Track at KDD-2017.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Benchmarks and Process Management in Data Science: Will We Ever Get Over the Mess?
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2011
An introduction to SIGKDD and a reflection on the term 'data mining'.
SIGKDD Explorations, 2011

2008
From Mining the Web to Inventing the New Sciences Underlying the Internet.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007
From mining the web to inventing the new sciences underlying the internet.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2005
Hierarchical Clustering Algorithms for Document Datasets.
Data Min. Knowl. Discov., 2005

Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences.
Data Min. Knowl. Discov., 2005

2004
Editorial.
Data Min. Knowl. Discov., 2004

Editorial.
Data Min. Knowl. Discov., 2004

Data Mining Grand Challenges.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2003
Summary from the KDD-03 panel: data mining: the next 10 years.
SIGKDD Explorations, 2003

2002
Evolving data into mining solutions for insights.
Commun. ACM, 2002

2001
The digital physics of data mining.
Commun. ACM, 2001

Efficient discovery of error-tolerant frequent itemsets in high dimensions.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

E-business enterprise data mining.
KDD Tutorials, 2001

Integrating Data Mining with SQL Databases: OLE DB for Data Mining.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
Editorial.
SIGKDD Explorations, 2000

KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
SIGKDD Explorations, 2000

Editorial.
SIGKDD Explorations, 2000

Editorial.
SIGKDD Explorations, 2000

Integration of Data Mining with Database Technology.
Proceedings of the VLDB 2000, 2000

Clustering Very Large Databases Using EM Mixture Models.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Editorial.
SIGKDD Explorations, 1999

Mathematical Programming for Data Mining: Formulations and Challenges.
INFORMS Journal on Computing, 1999

Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Density-Based Indexing for Approximate Nearest-Neighbor Queries.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Scalable Classification over SQL Databases.
Proceedings of the 15th International Conference on Data Engineering, 1999

1998
Learning to Recognize Volcanoes on Venus.
Machine Learning, 1998

Mining Databases: Towards Algorithms for Knowledge Discovery.
IEEE Data Eng. Bull., 1998

Editorial.
Data Min. Knowl. Discov., 1998

Editorial.
Data Min. Knowl. Discov., 1998

On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Initialization of Iterative Refinement Clustering Algorithms.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Scaling Clustering Algorithms to Large Databases.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Refining Initial Points for K-Means Clustering.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997
Data mining and KDD: Promise and challenges.
Future Generation Comp. Syst., 1997

Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases.
Proceedings of the Ninth International Conference on Scientific and Statistical Database Management, 1997

Knowledge Discovery in Databases: An Overview.
Proceedings of the Inductive Logic Programming, 7th International Workshop, 1997

1996
Data Mining and Knowledge Discovery: Making Sense Out of Data.
IEEE Expert, 1996

Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section).
Commun. ACM, 1996

The KDD Process for Extracting Useful Knowledge from Volumes of Data.
Commun. ACM, 1996

Mining Scientific Data.
Commun. ACM, 1996

From Data Mining to Knowledge Discovery in Databases.
AI Magazine, 1996

From Digitized Images to Online Catalogs: Data Mining a Sky Survey.
AI Magazine, 1996

Knowledge Discovery and Data Mining: Towards a Unifying Framework.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

KDD for Science Data Analysis: Issues and Examples.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

Modeling Subjective Uncertainty in Image Annotation.
Advances in Knowledge Discovery and Data Mining, 1996

From Data Mining to Knowledge Discovery: An Overview.
Advances in Knowledge Discovery and Data Mining, 1996

Automating the Analysis and Cataloging of Sky Surveys.
Advances in Knowledge Discovery and Data Mining, 1996

1995
Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges.
J. Intell. Inf. Syst., 1995

SKICAT: Sky Image Cataloging and Analysis Tool.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Retrofitting Decision Tree Classifiers Using Kernel Density Estimation.
Proceedings of the Machine Learning, 1995

1994
Inferring Ground Truth from Subjective Labelling of Venus Images.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach.
Proceedings of the Digital Libraries: Current Issues, 1994

Automating the hunt for volcanoes on Venus.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Branching on Attribute Values in Decision Tree Generation.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Applying Machine Learning to Semiconductor Manufacturing.
IEEE Expert, 1993

Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys.
Proceedings of the Machine Learning, 1993

Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System.
Proceedings of the CIKM 93, 1993

1992
On the Handling of Continuous-Valued Attributes in Decision Tree Generation.
Machine Learning, 1992

The Attribute Selection Problem in Decision Tree Generation.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991
Learning Useful Rules from Inconclusive Data.
Knowledge Discovery in Databases, 1991

1990
What Should Be Minimized in a Decision Tree?
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989
The Fifth International Conference on Machine Learning (Report).
AI Magazine, 1989

Induction of Decision Trees from Inconclusive Data.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1988
Improved Decision Trees: A Generalized Version of ID3.
Proceedings of the Machine Learning, 1988


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