Clinical Consultation of Disease Processes: Some A. I. Problems. - Casimir A. Kulikowski; Sholom M. Weiss; M. Trigoboff; Aran Safir (AISB (ECAI), 1976)

A Model-Based Consultation System for the Long-Term Management of Glaucoma. - Sholom M. Weiss; Casimir A. Kulikowski; Aran Safir (IJCAI, 1977)

Strategies of glaucoma treatment planning (Abstract of presentation). - Casimir A. Kulikowski; Sholom M. Weiss (AFIPS National Computer Conference, 1978)

A Model-Based Method for Computer-Aided Medical Decision-Making. - Sholom M. Weiss; Casimir A. Kulikowski; Saul Amarel; Aran Safir (Artif. Intell., 1978)

EXPERT: A System for Developing Consultation Models. - Sholom M. Weiss; Casimir A. Kulikowski (IJCAI, 1979)

Learning Production Rules for Consultation Systems. - Sholom M. Weiss; Casimir A. Kulikowski; Bernard Nudel (IJCAI, 1979)

A Precedence Scheme for Selection and Explanation of Therapies. - John K. Kastmer; Sholom M. Weiss (IJCAI, 1981)

Developing Microprocessor Based Expert Models for Instrument Interpretation. - Sholom M. Weiss; Casimir A. Kulikowski; Robert S. Galen (IJCAI, 1981)

Building Expert Systems for Controlling Complex Programs. - Sholom M. Weiss; Casimir A. Kulikowski; Chidanand Apté; Michael Uschold; Jay Patchett; Robert Brigham; Belynda Spitzer (AAAI, 1982)

Using Empirical Analysis to Refine Expert System Knowledge Bases. - Peter Politakis; Sholom M. Weiss (Artif. Intell., 1984)

SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement. - Allen Ginsberg; Sholom M. Weiss; Peter Politakis (IJCAI, 1985)

An Approach to Expert Control of Interactive Software Systems. - Chidanand Apté; Sholom M. Weiss (IEEE Trans. Pattern Anal. Mach. Intell., 1985)

Optimizing the Predictive Value of Diagnostic Decision Rules. - Sholom M. Weiss; Robert S. Galen; Prasad Tadepalli (AAAI, 1987)

Automatic Knowledge Base Refinement for Classification Systems. - Allen Ginsberg; Sholom M. Weiss; Peter Politakis (Artif. Intell., 1988)

An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods. - Sholom M. Weiss; Ioannis Kapouleas (IJCAI, 1989)

Models for measuring performance of medical expert systems. - Nitin Indurkhya; Sholom M. Weiss (Artif. Intell. Medicine, 1989)

Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems - Sholom M. Weiss; Casimir A. Kulikowski (Morgan Kaufmann, 1990)

Maximizing the Predictive Value of Production Rules. - Sholom M. Weiss; Robert S. Galen; Prasad Tadepalli (Artif. Intell., 1990)

Reduced Complexity Rule Induction. - Sholom M. Weiss; Nitin Indurkhya (IJCAI, 1991)

Iterative rule induction methods. - Nitin Indurkhya; Sholom M. Weiss (Appl. Intell., 1991)

Small Sample Error Rate Estimation for k-NN Classifiers. - Sholom M. Weiss (IEEE Trans. Pattern Anal. Mach. Intell., 1991)

Heuristic configuration of single hidden-layer feed-forward neural networks. - Nitin Indurkhya; Sholom M. Weiss (Appl. Intell., 1992)

Rule-Based Regression. - Sholom M. Weiss; Nitin Indurkhya (IJCAI, 1993)

Transmembrane Segment Prediction from Protein Sequence Data. - Sholom M. Weiss; Dawn M. Cohen; Nitin Indurkhya (ISMB, 1993)

Optimized Rule Induction. - Sholom M. Weiss; Nitin Indurkhya (IEEE Expert, 1993)

Power and power PC - principles, architecture, implementation. - Sholom M. Weiss; James E. Smith (Morgan Kaufmann, 1994)

Decision Tree Pruning: Biased or Optimal? - Sholom M. Weiss; Nitin Indurkhya (AAAI, 1994)

Small Sample Decision tree Pruning. - Sholom M. Weiss; Nitin Indurkhya (ICML, 1994)

Proactive Network Maintenance Using Machine Learning. - Raguram Sasisekharan; V. Seshadri; Sholom M. Weiss (KDD Workshop, 1994)

Towards Language Independent Automated Learning of Text Categorisation Models. - Chidanand Apté; Fred Damerau; Sholom M. Weiss (SIGIR, 1994)

Case studies in high-dimensional classification. - Chidanand Apté; Raguram Sasisekharan; V. Seshadri; Sholom M. Weiss (Appl. Intell., 1994)

Guest editors' introduction. - Sholom M. Weiss; Nitin Indurkhya (Appl. Intell., 1994)

Automated Learning of Decision Rules for Text Categorization. - Chidanand Apté; Fred Damerau; Sholom M. Weiss (ACM Trans. Inf. Syst., 1994)

Using Case Data to Improve on Rule-based Function Approximation. - Nitin Indurkhya; Sholom M. Weiss (ICCBR, 1995)

Feature Extraction for Massive Data Mining. - V. Seshadri; Raguram Sasisekharan; Sholom M. Weiss (KDD, 1995)

Rule-based Machine Learning Methods for Functional Prediction. - Sholom M. Weiss; Nitin Indurkhya (J. Artif. Intell. Res., 1995)

Selecting the Right-Size Model for Prediction. - Sholom M. Weiss; Nitin Indurkhya (Appl. Intell., 1996)

Data Mining and Forecasting in Large-Scale Telecommunication Networks. - Raguram Sasisekharan; V. Seshadri; Sholom M. Weiss (IEEE Expert, 1996)

Predictive data mining - a practical guide. - Sholom M. Weiss; Nitin Indurkhya (Morgan Kaufmann, 1997)

Data mining with decision trees and decision rules. - Chidanand Apté; Sholom M. Weiss (Future Gener. Comput. Syst., 1997)

Estimating Performance Gains for Voted Decision Trees. - Nitin Indurkhya; Sholom M. Weiss (Intell. Data Anal., 1998)

Advanced in Predictive Data Mining Methods. - Se June Hong; Sholom M. Weiss (MLDM, 1999)

Maximizing text-mining performance. - Sholom M. Weiss; Chidanand Apté; Fred J. Damerau; David E. Johnson 002; Frank J. Oles; Thilo Götz; Thomas Hampp (IEEE Intell. Syst., 1999)

Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. - Ricardo Vilalta; Chidanand Apté; Sholom M. Weiss (DSOM, 2000)

Lightweight Rule Induction. - Sholom M. Weiss; Nitin Indurkhya (ICML, 2000)

Leightweight Document Clustering. - Sholom M. Weiss; Brian F. White; Chidanand Apté (PKDD, 2000)

Decision-Rule Solutions for Data Mining with Missing Values. - Sholom M. Weiss; Nitin Indurkhya (IBERAMIA-SBIA, 2000)

Lightweight Document Matching for Help-Desk Applications. - Sholom M. Weiss; Brian F. White; Chidanand Apté; Fred Damerau (IEEE Intell. Syst., 2000)

Solving regression problems with rule-based ensemble classifiers. - Nitin Indurkhya; Sholom M. Weiss (KDD, 2001)

Rule-Based Ensemble Solutions for Regression. - Nitin Indurkhya; Sholom M. Weiss (MLDM, 2001)

Lightweight Collaborative Filtering Method for Binary-Encoded Data. - Sholom M. Weiss; Nitin Indurkhya (PKDD, 2001)

Advances in predictive models for data mining. - Se June Hong; Sholom M. Weiss (Pattern Recognit. Lett., 2001)

A system for real-time competitive market intelligence. - Sholom M. Weiss; Naval K. Verma (KDD, 2002)

Experiments in high-dimensional text categorization. - Fred Damerau; Tong Zhang 001; Sholom M. Weiss; Nitin Indurkhya (SIGIR, 2002)

Predictive algorithms in the management of computer systems. - Ricardo Vilalta; Chidanand Apté; Joseph L. Hellerstein; Sheng Ma; Sholom M. Weiss (IBM Syst. J., 2002)

Automated generation of model cases for help-desk applications. - Sholom M. Weiss; Chidanand Apté (IBM Syst. J., 2002)

Knowledge-based data mining. - Sholom M. Weiss; Stephen J. Buckley; Shubir Kapoor; Søren Damgaard (KDD, 2003)

Data-intensive analytics for predictive modeling. - Chidanand Apté; Se June Hong; Ramesh Natarajan; Edwin P. D. Pednault; Fateh Tipu; Sholom M. Weiss (IBM J. Res. Dev., 2003)

Text categorization for a comprehensive time-dependent benchmark. - Fred Damerau; Tong Zhang 001; Sholom M. Weiss; Nitin Indurkhya (Inf. Process. Manag., 2004)

Data mining and clinical data repositories: Insights from a 667, 000 patient data set. - Irene M. Mullins; Mir S. Siadaty; Jason A. Lyman; Ken Scully; Carleton T. Garrett; W. Greg Miller; Rudy Muller; Barry Robson; Chid Apté; Sholom M. Weiss; Isidore Rigoutsos; Daniel E. Platt; et al. (Comput. Biol. Medicine, 2006)

Analytics-driven solutions for customer targeting and sales-force allocation. - Richard D. Lawrence; Claudia Perlich; Saharon Rosset; Jorge Arroyo; Matthew Callahan; J. Matthew Collins; Alexey Ershov; Sheri Feinzig; Ildar Khabibrakhmanov; Shilpa Mahatma; Mark Niemaszyk; Sholom M. Weiss (IBM Syst. J., 2007)

Estimating Sales Opportunity Using Similarity-Based Methods. - Sholom M. Weiss; Nitin Indurkhya (ECML/PKDD (2), 2008)

Predictive rule discovery from electronic health records. - Sholom M. Weiss; Nitin Indurkhya; Chidanand Apté (IHI, 2010)

Rule-based data mining for yield improvement in semiconductor manufacturing. - Sholom M. Weiss; Robert J. Baseman; Fateh Tipu; Christopher N. Collins; William A. Davies; Raminderpal Singh; John W. Hopkins (Appl. Intell., 2010)

Operations Research Improves Sales Force Productivity at IBM. - Rick Lawrence; Claudia Perlich; Saharon Rosset; Ildar Khabibrakhmanov; Shilpa Mahatma; Sholom M. Weiss; Matthew Callahan; Matt Collins; Alexey Ershov; Shiva Kumar (Interfaces, 2010)

Fundamentals of Predictive Text Mining. - Sholom M. Weiss; Nitin Indurkhya; Tong Zhang 001 (Springer, 2010)

Improving quality control by early prediction of manufacturing outcomes. - Sholom M. Weiss; Amit Dhurandhar; Robert J. Baseman (KDD, 2013)

Graphical Models for Identifying Fraud and Waste in Healthcare Claims. - Peder A. Olsen; Ramesh Natarajan; Sholom M. Weiss (SDM, 2014)

Managing healthcare costs by peer-group modeling. - Sholom M. Weiss; Casimir A. Kulikowski; Robert S. Galen; Peder A. Olsen; Ramesh Natarajan (Appl. Intell., 2015)

Fundamentals of Predictive Text Mining, Second Edition - Sholom M. Weiss; Nitin Indurkhya; Tong Zhang 001 (Springer, 2015)

Continuous prediction of manufacturing performance throughout the production lifecycle. - Sholom M. Weiss; Amit Dhurandhar; Robert J. Baseman; Brian F. White; Ronald Logan; Jonathan K. Winslow; Daniel J. Poindexter (J. Intell. Manuf., 2016)