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Sholom M. Weiss

Papers on DiSC'04


Knowledge-based data mining

Publications


Note: Links lead to the DBLP on the Web.

Sholom M. Weiss

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)

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

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

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)

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

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

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 : Decision-Rule Solutions for Data Mining with Missing Values. IBERAMIA-SBIA 2000 : 1-10

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

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 : 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)

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, Nitin Indurkhya : Rule-based Machine Learning Methods for Functional Prediction. JAIR 3 : 383-403 (1995)

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

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 : 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

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

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

Sholom M. Weiss: Small Sample Error Rate Estimation for k-NN Classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence 13 (3): 285-289 (1991)

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

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

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

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 , 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

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

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