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ORCIDSholom M. Weiss
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- affiliation: IBM Research
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2010 – 2019
- 2016
[j31]Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman, Brian F. White, Ronald Logan, Jonathan K. Winslow, Daniel J. Poindexter:
Continuous prediction of manufacturing performance throughout the production lifecycle. J. Intell. Manuf. 27(4): 751-763 (2016)- 2015
- [b5]Sholom M. Weiss, Nitin Indurkhya, Tong Zhang:
Fundamentals of Predictive Text Mining, Second Edition. Texts in Computer Science, Springer 2015, ISBN 978-1-4471-6749-5, pp. 1-222 - [j30]Sholom M. Weiss, Casimir A. Kulikowski, Robert S. Galen, Peder A. Olsen, Ramesh Natarajan:
Managing healthcare costs by peer-group modeling. Appl. Intell. 43(4): 752-759 (2015) - 2014
- [c35]Peder A. Olsen, Ramesh Natarajan, Sholom M. Weiss:
Graphical Models for Identifying Fraud and Waste in Healthcare Claims. SDM 2014: 569-577 - 2013
- [c34]Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman:
Improving quality control by early prediction of manufacturing outcomes. KDD 2013: 1258-1266 - 2010
- [b4]Sholom M. Weiss, Nitin Indurkhya, Tong Zhang:
Fundamentals of Predictive Text Mining. Texts in Computer Science 41, Springer 2010, ISBN 978-1-84996-225-4, pp. I-XII, 1-226 - [j29]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) - [j28]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) - [c33]Sholom M. Weiss, Nitin Indurkhya, Chidanand Apté:
Predictive rule discovery from electronic health records. IHI 2010: 734-743
2000 – 2009
- 2008
- [c32]Sholom M. Weiss, Nitin Indurkhya:
Estimating Sales Opportunity Using Similarity-Based Methods. ECML/PKDD (2) 2008: 582-596 - 2007
- [j27]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 Syst. J. 46(4): 797-816 (2007) - 2006
- [j26]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. Comput. Biol. Medicine 36(12): 1351-1377 (2006) - 2004
- [j25]Fred Damerau, Tong Zhang, Sholom M. Weiss, Nitin Indurkhya:
Text categorization for a comprehensive time-dependent benchmark. Inf. Process. Manag. 40(2): 209-221 (2004) - 2003
- [j24]Chidanand Apté, Se June Hong, Ramesh Natarajan, Edwin P. D. Pednault, Fateh Tipu, Sholom M. Weiss:
Data-intensive analytics for predictive modeling. IBM J. Res. Dev. 47(1): 17-24 (2003) - [c31]Sholom M. Weiss, Stephen J. Buckley, Shubir Kapoor, Søren Damgaard:
Knowledge-based data mining. KDD 2003: 456-461 - 2002
- [j23]Sholom M. Weiss, Chidanand Apté:
Automated generation of model cases for help-desk applications. IBM Syst. J. 41(3): 421-427 (2002) - [j22]Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss:
Predictive algorithms in the management of computer systems. IBM Syst. J. 41(3): 461-474 (2002) - [c30]Sholom M. Weiss, Naval K. Verma:
A system for real-time competitive market intelligence. KDD 2002: 360-365 - [c29]Fred Damerau, Tong Zhang, Sholom M. Weiss, Nitin Indurkhya:
Experiments in high-dimensional text categorization. SIGIR 2002: 357-358 - 2001
- [j21]Se June Hong, Sholom M. Weiss:
Advances in predictive models for data mining. Pattern Recognit. Lett. 22(1): 55-61 (2001) - [c28]Nitin Indurkhya, Sholom M. Weiss:
Solving regression problems with rule-based ensemble classifiers. KDD 2001: 287-292 - [c27]Nitin Indurkhya, Sholom M. Weiss:
Rule-Based Ensemble Solutions for Regression. MLDM 2001: 62-72 - [c26]Sholom M. Weiss, Nitin Indurkhya:
Lightweight Collaborative Filtering Method for Binary-Encoded Data. PKDD 2001: 484-491 - 2000
- [j20]Sholom M. Weiss, Brian F. White, Chidanand Apté, Fred Damerau:
Lightweight Document Matching for Help-Desk Applications. IEEE Intell. Syst. 15(2): 57-61 (2000) - [c25]Ricardo Vilalta, Chidanand Apté, Sholom M. Weiss:
Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. DSOM 2000: 37-46 - [c24]Sholom M. Weiss, Nitin Indurkhya:
Lightweight Rule Induction. ICML 2000: 1135-1142 - [c23]Sholom M. Weiss, Brian F. White, Chidanand Apté:
Leightweight Document Clustering. PKDD 2000: 665-672 - [c22]Sholom M. Weiss, Nitin Indurkhya:
Decision-Rule Solutions for Data Mining with Missing Values. IBERAMIA-SBIA 2000: 1-10
1990 – 1999
- 1999
- [j19]Sholom M. Weiss, Chidanand Apté, Fred J. Damerau, David E. Johnson, Frank J. Oles, Thilo Götz, Thomas Hampp:
Maximizing text-mining performance. IEEE Intell. Syst. 14(4): 63-69 (1999) - [c21]Se June Hong, Sholom M. Weiss:
Advanced in Predictive Data Mining Methods. MLDM 1999: 13-20 - 1998
- [j18]Nitin Indurkhya, Sholom M. Weiss:
Estimating Performance Gains for Voted Decision Trees. Intell. Data Anal. 2(1-4): 303-310 (1998) - 1997
- [b3]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 - [j17]Chidanand Apté, Sholom M. Weiss:
Data mining with decision trees and decision rules. Future Gener. Comput. Syst. 13(2-3): 197-210 (1997) - 1996
- [j16]Sholom M. Weiss, Nitin Indurkhya:
Selecting the Right-Size Model for Prediction. Appl. Intell. 6(4): 261-273 (1996) - [j15]Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss:
Data Mining and Forecasting in Large-Scale Telecommunication Networks. IEEE Expert 11(1): 37-43 (1996) - 1995
- [j14]Sholom M. Weiss, Nitin Indurkhya:
Rule-based Machine Learning Methods for Functional Prediction. J. Artif. Intell. Res. 3: 383-403 (1995) - [c20]Nitin Indurkhya, Sholom M. Weiss:
Using Case Data to Improve on Rule-based Function Approximation. ICCBR 1995: 217-228 - [c19]V. Seshadri, Raguram Sasisekharan, Sholom M. Weiss:
Feature Extraction for Massive Data Mining. KDD 1995: 258-262 - [i1]Sholom M. Weiss, Nitin Indurkhya:
Rule-based Machine Learning Methods for Functional Prediction. CoRR abs/cs/9512107 (1995) - 1994
- [b2]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 - [j13]Sholom M. Weiss, Nitin Indurkhya:
Guest editors' introduction. Appl. Intell. 4(3): 243-244 (1994) - [j12]Chidanand Apté, Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss:
Case studies in high-dimensional classification. Appl. Intell. 4(3): 269-281 (1994) - [j11]Chidanand Apté, Fred Damerau, Sholom M. Weiss:
Automated Learning of Decision Rules for Text Categorization. ACM Trans. Inf. Syst. 12(3): 233-251 (1994) - [c18]Sholom M. Weiss, Nitin Indurkhya:
Decision Tree Pruning: Biased or Optimal? AAAI 1994: 626-632 - [c17]Sholom M. Weiss, Nitin Indurkhya:
Small Sample Decision tree Pruning. ICML 1994: 335-342 - [c16]Raguram Sasisekharan, V. Seshadri, Sholom M. Weiss:
Proactive Network Maintenance Using Machine Learning. KDD Workshop 1994: 453-462 - [c15]Chidanand Apté, Fred Damerau, Sholom M. Weiss:
Towards Language Independent Automated Learning of Text Categorisation Models. SIGIR 1994: 23-30 - 1993
- [j10]Sholom M. Weiss, Nitin Indurkhya:
Optimized Rule Induction. IEEE Expert 8(6): 61-69 (1993) - [c14]Sholom M. Weiss, Nitin Indurkhya:
Rule-Based Regression. IJCAI 1993: 1072-1078 - [c13]Sholom M. Weiss, Dawn M. Cohen, Nitin Indurkhya:
Transmembrane Segment Prediction from Protein Sequence Data. ISMB 1993: 420-428 - 1992
- [j9]Nitin Indurkhya, Sholom M. Weiss:
Heuristic configuration of single hidden-layer feed-forward neural networks. Appl. Intell. 2(4): 325-331 (1992) - 1991
- [j8]Nitin Indurkhya, Sholom M. Weiss:
Iterative rule induction methods. Appl. Intell. 1(1): 43-54 (1991) - [j7]Sholom M. Weiss:
Small Sample Error Rate Estimation for k-NN Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 13(3): 285-289 (1991) - [c12]Sholom M. Weiss, Nitin Indurkhya:
Reduced Complexity Rule Induction. IJCAI 1991: 678-684 - 1990
- [b1]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 - [j6]Sholom M. Weiss, Robert S. Galen, Prasad Tadepalli:
Maximizing the Predictive Value of Production Rules. Artif. Intell. 45(1-2): 47-71 (1990)
1980 – 1989
- 1989
- [j5]Nitin Indurkhya, Sholom M. Weiss:
Models for measuring performance of medical expert systems. Artif. Intell. Medicine 1(2): 61-70 (1989) - [c11]Sholom M. Weiss, Ioannis Kapouleas:
An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods. IJCAI 1989: 781-787 - 1988
- [j4]Allen Ginsberg, Sholom M. Weiss, Peter Politakis:
Automatic Knowledge Base Refinement for Classification Systems. Artif. Intell. 35(2): 197-226 (1988) - 1987
- [c10]Sholom M. Weiss, Robert S. Galen, Prasad Tadepalli:
Optimizing the Predictive Value of Diagnostic Decision Rules. AAAI 1987: 521-527 - 1985
- [j3]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) - [c9]Allen Ginsberg, Sholom M. Weiss, Peter Politakis:
SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement. IJCAI 1985: 367-374 - 1984
- [j2]Peter Politakis, Sholom M. Weiss:
Using Empirical Analysis to Refine Expert System Knowledge Bases. Artif. Intell. 22(1): 23-48 (1984) - 1982
- [c8]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 - 1981
- [c7]Sholom M. Weiss, Casimir A. Kulikowski, Robert S. Galen:
Developing Microprocessor Based Expert Models for Instrument Interpretation. IJCAI 1981: 853-855 - [c6]John K. Kastmer, Sholom M. Weiss:
A Precedence Scheme for Selection and Explanation of Therapies. IJCAI 1981: 908-909
1970 – 1979
- 1979
- [c5]Sholom M. Weiss, Casimir A. Kulikowski:
EXPERT: A System for Developing Consultation Models. IJCAI 1979: 942-947 - [c4]Sholom M. Weiss, Casimir A. Kulikowski, Bernard Nudel:
Learning Production Rules for Consultation Systems. IJCAI 1979: 948-950 - 1978
- [j1]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) - [c3]Casimir A. Kulikowski, Sholom M. Weiss:
Strategies of glaucoma treatment planning (Abstract of presentation). AFIPS National Computer Conference 1978: 259 - 1977
- [c2]Sholom M. Weiss, Casimir A. Kulikowski, Aran Safir:
A Model-Based Consultation System for the Long-Term Management of Glaucoma. IJCAI 1977: 826-832 - 1976
- [c1]Casimir A. Kulikowski, Sholom M. Weiss, M. Trigoboff, Aran Safir:
Clinical Consultation of Disease Processes: Some A. I. Problems. AISB (ECAI) 1976: 166-174
Coauthor Index
aka: Chid Apté
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