Sholom M. Weiss

According to our database1, Sholom M. Weiss authored at least 70 papers between 1976 and 2016.

Collaborative distances :
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2016
Continuous prediction of manufacturing performance throughout the production lifecycle.
J. Intelligent Manufacturing, 2016

2015
Fundamentals of Predictive Text Mining, Second Edition
Texts in Computer Science, Springer, ISBN: 978-1-4471-6750-1, 2015

Managing healthcare costs by peer-group modeling.
Appl. Intell., 2015

2014
Graphical Models for Identifying Fraud and Waste in Healthcare Claims.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013
Improving quality control by early prediction of manufacturing outcomes.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2010
Fundamentals of Predictive Text Mining.
Texts in Computer Science 41, Springer, ISBN: 978-1-84996-226-1, 2010

Operations Research Improves Sales Force Productivity at IBM.
Interfaces, 2010

Rule-based data mining for yield improvement in semiconductor manufacturing.
Appl. Intell., 2010

Predictive rule discovery from electronic health records.
Proceedings of the ACM International Health Informatics Symposium, 2010

2008
Estimating Sales Opportunity Using Similarity-Based Methods.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2007
Analytics-driven solutions for customer targeting and sales-force allocation.
IBM Systems Journal, 2007

2006
Data mining and clinical data repositories: Insights from a 667, 000 patient data set.
Comp. in Bio. and Med., 2006

2004
Text categorization for a comprehensive time-dependent benchmark.
Inf. Process. Manage., 2004

2003
Data-intensive analytics for predictive modeling.
IBM Journal of Research and Development, 2003

Knowledge-based data mining.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002
Automated generation of model cases for help-desk applications.
IBM Systems Journal, 2002

Predictive algorithms in the management of computer systems.
IBM Systems Journal, 2002

Experiments in high-dimensional text categorization.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

A system for real-time competitive market intelligence.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001
Advances in predictive models for data mining.
Pattern Recognition Letters, 2001

Lightweight Collaborative Filtering Method for Binary-Encoded Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Rule-Based Ensemble Solutions for Regression.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Solving regression problems with rule-based ensemble classifiers.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

2000
Lightweight Document Matching for Help-Desk Applications.
IEEE Intelligent Systems, 2000

Decision-Rule Solutions for Data Mining with Missing Values.
Proceedings of the Advances in Artificial Intelligence, 2000

Leightweight Document Clustering.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Lightweight Rule Induction.
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.
Proceedings of the Services Management in Intelligent Networks, 2000

1999
Advanced in Predictive Data Mining Methods.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999

1998
Estimating Performance Gains for Voted Decision Trees.
Intell. Data Anal., 1998

1997
Data mining with decision trees and decision rules.
Future Generation Comp. Syst., 1997

Predictive data mining - a practical guide.
Morgan Kaufmann, ISBN: 978-1-55860-403-2, 1997

1996
Data Mining and Forecasting in Large-Scale Telecommunication Networks.
IEEE Expert, 1996

Selecting the Right-Size Model for Prediction.
Appl. Intell., 1996

1995
Rule-based Machine Learning Methods for Functional Prediction.
J. Artif. Intell. Res., 1995

Rule-based Machine Learning Methods for Functional Prediction.
CoRR, 1995

Feature Extraction for Massive Data Mining.
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.
Proceedings of the Case-Based Reasoning Research and Development, 1995

1994
Automated Learning of Decision Rules for Text Categorization.
ACM Trans. Inf. Syst., 1994

Guest editors' introduction.
Appl. Intell., 1994

Case studies in high-dimensional classification.
Appl. Intell., 1994

Towards Language Independent Automated Learning of Text Categorisation Models.
Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, 1994

Proactive Network Maintenance Using Machine Learning.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

Small Sample Decision tree Pruning.
Proceedings of the Machine Learning, 1994

Decision Tree Pruning: Biased or Optimal?
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

Power and power PC - principles, architecture, implementation.
Morgan Kaufmann, ISBN: 978-1-55860-279-3, 1994

1993
Optimized Rule Induction.
IEEE Expert, 1993

Transmembrane Segment Prediction from Protein Sequence Data.
Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

Rule-Based Regression.
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.
Appl. Intell., 1992

1991
Small Sample Error Rate Estimation for k-NN Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Iterative rule induction methods.
Appl. Intell., 1991

Reduced Complexity Rule Induction.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1990
Maximizing the Predictive Value of Production Rules.
Artif. Intell., 1990

Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems
Morgan Kaufmann, ISBN: 1-55860-065-5, 1990

1989
Models for measuring performance of medical expert systems.
Artificial Intelligence in Medicine, 1989

An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988
Automatic Knowledge Base Refinement for Classification Systems.
Artif. Intell., 1988

1987
Optimizing the Predictive Value of Diagnostic Decision Rules.
Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987

1985
An Approach to Expert Control of Interactive Software Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984
Using Empirical Analysis to Refine Expert System Knowledge Bases.
Artif. Intell., 1984

1982
Building Expert Systems for Controlling Complex Programs.
Proceedings of the National Conference on Artificial Intelligence, 1982

1981
Developing Microprocessor Based Expert Models for Instrument Interpretation.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

A Precedence Scheme for Selection and Explanation of Therapies.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1979
Learning Production Rules for Consultation Systems.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

EXPERT: A System for Developing Consultation Models.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1978
A Model-Based Method for Computer-Aided Medical Decision-Making.
Artif. Intell., 1978

1977
A Model-Based Consultation System for the Long-Term Management of Glaucoma.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977

1976
Clinical Consultation of Disease Processes: Some A. I. Problems.
AISB (ECAI), 1976


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