Sholom M. Weiss

Sholom M. Weiss, Robert J. Baseman, Fateh Tipu, Christopher N. Collins, William A. Davies, Raminderpal Singh, John W. Hopkins: Rule-based data mining for yield improvement in semiconductor manufacturing. Appl. Intell. 33(3): 318-329 (2010)

Rick Lawrence, Claudia Perlich, Saharon Rosset, Ildar Khabibrakhmanov, Shilpa Mahatma, Sholom M. Weiss, Matthew Callahan, Matt Collins, Alexey Ershov, Shiva Kumar: Operations Research Improves Sales Force Productivity at IBM. Interfaces 40(1): 33-46 (2010)

Sholom M. Weiss, Nitin Indurkhya, Chidanand Apté: Predictive rule discovery from electronic health records. IHI 2010: 734-743

Sholom M. Weiss, Nitin Indurkhya: Estimating Sales Opportunity Using Similarity-Based Methods. ECML/PKDD (2) 2008: 582-596

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: Analytics-driven solutions for customer targeting and sales-force allocation. IBM Systems Journal 46(4): 797-816 (2007)

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, Simona Cohen, William A. Knaus: Data mining and clinical data repositories: Insights from a 667, 000 patient data set. Comp. in Bio. and Med. 36(12): 1351-1377 (2006)

Fred Damerau, Tong Zhang, Sholom M. Weiss, Nitin Indurkhya: Text categorization for a comprehensive time-dependent benchmark. Inf. Process. Manage. 40(2): 209-221 (2004)

Chidanand Apté, Se June Hong, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Sholom M. Weiss: Data-intensive analytics for predictive modeling. IBM Journal of Research and Development 47(1): 17-24 (2003)

Sholom M. Weiss, Stephen J. Buckley, Shubir Kapoor, Søren Damgaard: Knowledge-based data mining. KDD 2003: 456-461

Sholom M. Weiss, Chidanand Apté: Automated generation of model cases for help-desk applications. IBM Systems Journal 41(3): 421-427 (2002)

Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss: Predictive algorithms in the management of computer systems. IBM Systems Journal 41(3): 461-474 (2002)

Sholom M. Weiss, Naval K. Verma: A system for real-time competitive market intelligence. KDD 2002: 360-365

Fred Damerau, Tong Zhang, Sholom M. Weiss, Nitin Indurkhya: Experiments in high-dimensional text categorization. SIGIR 2002: 357-358

Se June Hong, Sholom M. Weiss: Advances in predictive models for data mining. Pattern Recognition Letters 22(1): 55-61 (2001)

Nitin Indurkhya, Sholom M. Weiss: Solving regression problems with rule-based ensemble classifiers. KDD 2001: 287-292

Nitin Indurkhya, Sholom M. Weiss: Rule-Based Ensemble Solutions for Regression. MLDM 2001: 62-72

Sholom M. Weiss, Nitin Indurkhya: Lightweight Collaborative Filtering Method for Binary-Encoded Data. PKDD 2001: 484-491

Sholom M. Weiss, Brian F. White, Chidanand Apté, Fred Damerau: Lightweight Document Matching for Help-Desk Applications. IEEE Intelligent Systems 15(2): 57-61 (2000)

Ricardo Vilalta, Chidanand Apté, Sholom M. Weiss: Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. DSOM 2000: 37-46

Sholom M. Weiss, Nitin Indurkhya: Lightweight Rule Induction. ICML 2000: 1135-1142

Sholom M. Weiss, Brian F. White, Chidanand Apté: Leightweight Document Clustering. PKDD 2000: 665-672

Sholom M. Weiss, Nitin Indurkhya: Decision-Rule Solutions for Data Mining with Missing Values. IBERAMIA-SBIA 2000: 1-10

Se June Hong, Sholom M. Weiss: Advanced in Predictive Data Mining Methods. MLDM 1999: 13-20

Nitin Indurkhya, Sholom M. Weiss: Estimating Performance Gains for Voted Decision Trees. Intell. Data Anal. 2(1-4): 303-310 (1998)

Sholom M. Weiss, Nitin Indurkhya: Predictive data mining - a practical guide. Morgan Kaufmann 1997, isbn 978-1-55860-403-2, pp. I-XII, 1-228

Sholom M. Weiss, Nitin Indurkhya: Selecting the Right-Size Model for Prediction. Appl. Intell. 6(4): 261-273 (1996)

Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss: Data Mining and Forecasting in Large-Scale Telecommunication Networks. IEEE Expert 11(1): 37-43 (1996)

Sholom M. Weiss, Nitin Indurkhya: Rule-based Machine Learning Methods for Functional Prediction. J. Artif. Intell. Res. (JAIR) 3: 383-403 (1995)

Nitin Indurkhya, Sholom M. Weiss: Using Case Data to Improve on Rule-based Function Approximation. ICCBR 1995: 217-228

V. Seshadri, Raguram Sasisekharan, Sholom M. Weiss: Feature Extraction for Massive Data Mining. KDD 1995: 258-262

Sholom M. Weiss, James E. Smith: Power and power PC - principles, architecture, implementation. Morgan Kaufmann 1994, isbn 978-1-55860-279-3, pp. I-XVI, 1-408

Sholom M. Weiss, Nitin Indurkhya: Guest editors' introduction. Appl. Intell. 4(3): 243-244 (1994)

Chidanand Apté, Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss: Case studies in high-dimensional classification. Appl. Intell. 4(3): 269-281 (1994)

Chidanand Apté, Fred Damerau, Sholom M. Weiss: Automated Learning of Decision Rules for Text Categorization. ACM Trans. Inf. Syst. 12(3): 233-251 (1994)

Sholom M. Weiss, Nitin Indurkhya: Decision Tree Pruning: Biased or Optimal? AAAI 1994: 626-632

Sholom M. Weiss, Nitin Indurkhya: Small Sample Decision tree Pruning. ICML 1994: 335-342

Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss: Proactive Network Maintenance Using Machine Learning. KDD Workshop 1994: 453-462

Chidanand Apté, Fred Damerau, Sholom M. Weiss: Towards Language Independent Automated Learning of Text Categorisation Models. SIGIR 1994: 23-30

Sholom M. Weiss, Nitin Indurkhya: Optimized Rule Induction. IEEE Expert 8(6): 61-69 (1993)

Sholom M. Weiss, Nitin Indurkhya: Rule-Based Regression. IJCAI 1993: 1072-1078

Sholom M. Weiss, Dawn M. Cohen, Nitin Indurkhya: Transmembrane Segment Prediction from Protein Sequence Data. ISMB 1993: 420-428

Nitin Indurkhya, Sholom M. Weiss: Heuristic configuration of single hidden-layer feed-forward neural networks. Appl. Intell. 2(4): 325-331 (1992)

Nitin Indurkhya, Sholom M. Weiss: Iterative rule induction methods. Appl. Intell. 1(1): 43-54 (1991)

Sholom M. Weiss: Small Sample Error Rate Estimation for k-NN Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 13(3): 285-289 (1991)

Sholom M. Weiss, Nitin Indurkhya: Reduced Complexity Rule Induction. IJCAI 1991: 678-684

Sholom M. Weiss, Casimir A. Kulikowski: Computer Systems That Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning and Expert Systems. Morgan Kaufmann 1990, isbn 1-55860-065-5

Sholom M. Weiss, Robert S. Galen, Prasad Tadepalli: Maximizing the Predictive Value of Production Rules. Artif. Intell. 45(1-2): 47-71 (1990)

Nitin Indurkhya, Sholom M. Weiss: Models for measuring performance of medical expert systems. Artificial Intelligence in Medicine 1(2): 61-70 (1989)

Sholom M. Weiss, Ioannis Kapouleas: An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods. IJCAI 1989: 781-787

Allen Ginsberg, Sholom M. Weiss, Peter Politakis: Automatic Knowledge Base Refinement for Classification Systems. Artif. Intell. 35(2): 197-226 (1988)

Sholom M. Weiss, Robert S. Galen, Prasad Tadepalli: Optimizing the Predictive Value of Diagnostic Decision Rules. AAAI 1987: 521-527

Chidanand Apté, Sholom M. Weiss: An Approach to Expert Control of Interactive Software Systems. IEEE Trans. Pattern Anal. Mach. Intell. 7(5): 586-591 (1985)

Allen Ginsberg, Sholom M. Weiss, Peter Politakis: SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement. IJCAI 1985: 367-374

Peter Politakis, Sholom M. Weiss: Using Empirical Analysis to Refine Expert System Knowledge Bases. Artif. Intell. 22(1): 23-48 (1984)

Sholom M. Weiss, Casimir A. Kulikowski, Chidanand Apté, Michael Uschold, Jay Patchett, Robert Brigham, Belynda Spitzer: Building Expert Systems for Controlling Complex Programs. AAAI 1982: 322-326

Sholom M. Weiss, Casimir A. Kulikowski, Robert S. Galen: Developing Microprocessor Based Expert Models for Instrument Interpretation. IJCAI 1981: 853-855

John K. Kastmer, Sholom M. Weiss: A Precedence Scheme for Selection and Explanation of Therapies. IJCAI 1981: 908-909

Sholom M. Weiss, Casimir A. Kulikowski: EXPERT: A System for Developing Consultation Models. IJCAI 1979: 942-947

Sholom M. Weiss, Casimir A. Kulikowski, Bernard Nudel: Learning Production Rules for Consultation Systems. IJCAI 1979: 948-950

Sholom M. Weiss, Casimir A. Kulikowski, Saul Amarel, Aran Safir: A Model-Based Method for Computer-Aided Medical Decision-Making. Artif. Intell. 11(1-2): 145-172 (1978)

Sholom M. Weiss, Casimir A. Kulikowski, Aran Safir: A Model-Based Consultation System for the Long-Term Management of Glaucoma. IJCAI 1977: 826-832

Casimir A. Kulikowski, Sholom M. Weiss, M. Trigoboff, Aran Safir: Clinical Consultation of Disease Processes: Some A. I. Problems. AISB (ECAI) 1976: 166-174