Sholom M. Weiss

Naval K. Verma

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Advances in predictive models for data mining.

[BibT_eX]

[DOI]

Se June Hong

Pattern Recognit. Lett., 2001

Lightweight Collaborative Filtering Method for Binary-Encoded Data.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Rule-Based Ensemble Solutions for Regression.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Solving regression problems with rule-based ensemble classifiers.

[BibT_eX]

[DOI]

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000

Lightweight Document Matching for Help-Desk Applications.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2000

Decision-Rule Solutions for Data Mining with Missing Values.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2000

Leightweight Document Clustering.

[BibT_eX]

[DOI]

Brian F. White

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Lightweight Rule Induction.

[BibT_eX]

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection.

[BibT_eX]

[DOI]

Ricardo Vilalta

Proceedings of the Services Management in Intelligent Networks, 2000

1999

Maximizing text-mining performance.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 1999

Advanced in Predictive Data Mining Methods.

[BibT_eX]

[DOI]

Se June Hong

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999

1998

Estimating Performance Gains for Voted Decision Trees.

[BibT_eX]

[DOI]

Intell. Data Anal., 1998

1997

Data mining with decision trees and decision rules.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 1997

Predictive data mining - a practical guide.

[BibT_eX]

Morgan Kaufmann, ISBN: 978-1-55860-403-2, 1997

1996

Data Mining and Forecasting in Large-Scale Telecommunication Networks.

[BibT_eX]

[DOI]

Raguram Sasisekharan

V. Seshadri

IEEE Expert, 1996

Selecting the Right-Size Model for Prediction.

[BibT_eX]

[DOI]

Appl. Intell., 1996

1995

Rule-based Machine Learning Methods for Functional Prediction.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 1995

Feature Extraction for Massive Data Mining.

[BibT_eX]

[DOI]

V. Seshadri

Raguram Sasisekharan

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Using Case Data to Improve on Rule-based Function Approximation.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 1995

1994

Automated Learning of Decision Rules for Text Categorization.

[BibT_eX]

[DOI]

Fred Damerau

ACM Trans. Inf. Syst., 1994

Guest editors' introduction.

[BibT_eX]

[DOI]

Appl. Intell., 1994

Case studies in high-dimensional classification.

[BibT_eX]

[DOI]

Appl. Intell., 1994

Towards Language Independent Automated Learning of Text Categorisation Models.

[BibT_eX]

[DOI]

Fred Damerau

Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, 1994

Proactive Network Maintenance Using Machine Learning.

[BibT_eX]

Raguram Sasisekharan

V. Seshadri

Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

Small Sample Decision tree Pruning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1994

Decision Tree Pruning: Biased or Optimal?

[BibT_eX]

[DOI]

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

Power and power PC - principles, architecture, implementation.

[BibT_eX]

James E. Smith

Morgan Kaufmann, ISBN: 978-1-55860-279-3, 1994

1993

Optimized Rule Induction.

[BibT_eX]

[DOI]

IEEE Expert, 1993

Transmembrane Segment Prediction from Protein Sequence Data.

[BibT_eX]

[DOI]

Dawn M. Cohen

Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

Rule-Based Regression.

[BibT_eX]

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

1992

Heuristic configuration of single hidden-layer feed-forward neural networks.

[BibT_eX]

[DOI]

Appl. Intell., 1992

1991

Small Sample Error Rate Estimation for k-NN Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1991

Iterative rule induction methods.

[BibT_eX]

[DOI]

Appl. Intell., 1991

Reduced Complexity Rule Induction.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1990

Maximizing the Predictive Value of Production Rules.

[BibT_eX]

[DOI]

Robert S. Galen

Prasad Tadepalli

Artif. Intell., 1990

Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems

[BibT_eX]

Morgan Kaufmann, ISBN: 1-55860-065-5, 1990

1989

Models for measuring performance of medical expert systems.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 1989

An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods.

[BibT_eX]

[DOI]

Ioannis Kapouleas

Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988

Automatic Knowledge Base Refinement for Classification Systems.

[BibT_eX]

[DOI]

Allen Ginsberg

Peter Politakis

Artif. Intell., 1988

1987

Optimizing the Predictive Value of Diagnostic Decision Rules.

[BibT_eX]

[DOI]

Robert S. Galen

Prasad Tadepalli

Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987

1985

An Approach to Expert Control of Interactive Software Systems.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1985

SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement.

[BibT_eX]

[DOI]

Allen Ginsberg

Peter Politakis

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984

Using Empirical Analysis to Refine Expert System Knowledge Bases.

[BibT_eX]

[DOI]

Peter Politakis

Artif. Intell., 1984

1982

Building Expert Systems for Controlling Complex Programs.

[BibT_eX]

[DOI]

Proceedings of the National Conference on Artificial Intelligence, 1982

1981

Developing Microprocessor Based Expert Models for Instrument Interpretation.

[BibT_eX]

Robert S. Galen

Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

A Precedence Scheme for Selection and Explanation of Therapies.

[BibT_eX]

John K. Kastmer

Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1979

Learning Production Rules for Consultation Systems.

[BibT_eX]

Bernard Nudel

Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

EXPERT: A System for Developing Consultation Models.

[BibT_eX]

Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1978

A Model-Based Method for Computer-Aided Medical Decision-Making.

[BibT_eX]

[DOI]

Saul Amarel

Aran Safir

Artif. Intell., 1978

Strategies of glaucoma treatment planning (Abstract of presentation).

[BibT_eX]

Proceedings of the American Federation of Information Processing Societies: 1978 National Computer Conference, 1978

1977

A Model-Based Consultation System for the Long-Term Management of Glaucoma.

[BibT_eX]

[DOI]

Aran Safir

Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977

1976

Clinical Consultation of Disease Processes: Some A. I. Problems.

[BibT_eX]

[DOI]