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Nitin Indurkhya

Papers on DiSC'02


Solving regression problems with rule-based ensemble classifiers

Publications


Note: Links lead to the DBLP on the Web.

Nitin Indurkhya

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

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

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

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

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

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

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

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

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

4 Makoto Iwayama , Nitin Indurkhya, Hiroshi Motoda : A New Algorithm for Automatic Configuration of Hidden Markov Models. ALT 1993 : 237-250

3 Kenichi Yoshida , Hiroshi Motoda , Nitin Indurkhya: Unifying Learning Methods by Colored Digraphs. ALT 1993 : 342-355

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

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




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