Sholom M. Weiss Papers on DiSC'02 Solving regression problems with rule-based ensemble classifiers Publications Note: Links lead to the DBLP on the Web. Sholom M. Weiss 31 Nitin Indurkhya , Sholom M. Weiss: Solving regression problems with rule-based ensemble classifiers. KDD 2001 : 287-292 30 Nitin Indurkhya , Sholom M. Weiss: Rule-Based Ensemble Solutions for Regression. MLDM 2001 : 62-72 29 Sholom M. Weiss, Nitin Indurkhya : Lightweight Collaborative Filtering Method for Binary-Encoded Data. PKDD 2001 : 484-491 28 Se June Hong , Sholom M. Weiss: Advances in predictive models for data mining. Pattern Recognition Letters 22 (1): 55-61 (2001) 27 Ricardo Vilalta , Chidanand Apté , Sholom M. Weiss: Operational Data Analysis: Improved Predictions Using Multi-computer Pattern Detection. DSOM 2000 : 37-46 26 Sholom M. Weiss, Nitin Indurkhya : Decision-Rule Solutions for Data Mining with Missing Values. IBERAMIA-SBIA 2000 : 1-10 25 Sholom M. Weiss, Brian F. White , Chidanand Apté : Leightweight Document Clustering. PKDD 2000 : 665-672 24 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) 23 Se June Hong , Sholom M. Weiss: Advanced in Predictive Data Mining Methods. MLDM 1999 : 13-20 22 Sholom M. Weiss, Nitin Indurkhya : Selecting the Right-Size Model for Prediction. Applied Intelligence 6 (4): 261-273 (1996) 21 Nitin Indurkhya , Sholom M. Weiss: Using Case Data to Improve on Rule-based Function Approximation. ICCBR 1995 : 217-228 20 V. Seshadri , Raguram Sasisekharan , Sholom M. Weiss: Feature Extraction for Massive Data Mining. KDD 1995 : 258-262 19 Sholom M. Weiss, Nitin Indurkhya : Rule-based Machine Learning Methods for Functional Prediction. JAIR 3 : 383-403 (1995) 18 Sholom M. Weiss, Nitin Indurkhya : Decision Tree Pruning: Biased or Optimal? AAAI 1994 : 626-632 17 Sholom M. Weiss, Nitin Indurkhya : Small Sample Decision tree Pruning. ICML 1994 : 335-342 16 R. Sasisekharan , V. Seshadri , Sholom M. Weiss: Proactive Network Maintenance Using Machine Learning. KDD Workshop 1994 : 453-462 15 Chidanand Apté , Fred Damerau , Sholom M. Weiss: Towards Language Independent Automated Learning of Text Categorisation Models. SIGIR 1994 : 23-30 14 Chidanand Apté , Fred Damerau , Sholom M. Weiss: Automated Learning of Decision Rules for Text Categorization. TOIS 12 (3): 233-251 (1994) 13 Sholom M. Weiss, Nitin Indurkhya : Rule-Based Regression. IJCAI 1993 : 1072-1078 12 Sholom M. Weiss, Nitin Indurkhya : Reduced Complexity Rule Induction. IJCAI 1991 : 678-684 11 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 10 Sholom M. Weiss, Robert S. Galen , Prasad Tadepalli : Maximizing the Predictive Value of Production Rules. Artificial Intelligence 45 (1-2): 47-71 (1990) 9 Sholom M. Weiss, Ioannis Kapouleas : An Empirical Comparison of Pattern Recognition, Neural Nets, and Machine Learning Classification Methods. IJCAI 1989 : 781-787 8 Allen Ginsberg , Sholom M. Weiss, Peter Politakis : Automatic Knowledge Base Refinement for Classification Systems. Artificial Intelligence 35 (2): 197-226 (1988) 7 Sholom M. Weiss, Robert S. Galen , Prasad Tadepalli : Optimizing the Predictive Value of Diagnostic Decision Rules. AAAI 1987 : 521-527 6 Allen Ginsberg , Sholom M. Weiss, Peter Politakis : SEEK2: A Generalized Approach to Automatic Knowledge Base Refinement. IJCAI 1985 : 367-374 5 Peter Politakis , Sholom M. Weiss: Using Empirical Analysis to Refine Expert System Knowledge Bases. Artificial Intelligence 22 (1): 23-48 (1984) 4 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 3 Sholom M. Weiss, Casimir A. Kulikowski , Saul Amarel , Aran Safir : A Model-Based Method for Computer-Aided Medical Decision-Making. Artificial Intelligence 11 (1-2): 145-172 (1978) 2 Sholom M. Weiss, Casimir A. Kulikowski , Aran Safir : A Model-Based Consultation System for the Long-Term Management of Glaucoma. IJCAI 1977 : 826-832 1 C. A. Kulinowski , Sholom M. Weiss, M. Trigoboff , Aran Safir : Clinical Consultation of Disease Processes: Some A. I. Problems. AISB (ECAI) 1976 : 166-174 DiSC'02 © 2003 Association for Computing Machinery