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Mahesh V. Joshi

Papers on DiSC'03


On Evaluating Performance of Classifiers for Rare Classes

Predicting Rare Classes: Can Boosting Make Any Weak Learner Strong?

Publications


Note: Links lead to the DBLP on the Web.

Mahesh V. Joshi

15 Mahesh V. Joshi: On Evaluating Performance of Classifiers for Rare Classes. ICDM 2002 : 641-644

14 Mahesh V. Joshi, Ramesh C. Agarwal , Vipin Kumar : Predicting rare classes: can boosting make any weak learner strong? KDD 2002 : 297-306

13 Mahesh V. Joshi, Ramesh C. Agarwal , Vipin Kumar : Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting. PKDD 2002 : 237-249

12 Vipin Kumar , Mahesh V. Joshi, Eui-Hong Han , Pang-Ning Tan , Michael Steinbach : High Performance Data Mining. VECPAR 2002 : 111-125

11 Mahesh V. Joshi, Vipin Kumar , Ramesh C. Agarwal : Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements. ICDM 2001 : 257-264

10 Mahesh V. Joshi, Ramesh C. Agarwal : Mining Needle in a Haystack: Classifying Rare Classes via Two-phase Rule Induction. SIGMOD Conference 2001

9 Mahesh V. Joshi, Eui-Hong Han , George Karypis , Vipin Kumar : Efficient Parallel Algorithms for Mining Associations. Large-Scale Parallel Data Mining 1999 : 83-126

8 Mahesh V. Joshi, George Karypis , Vipin Kumar , Anshul Gupta , Fred G. Gustavson : PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver. PPSC 1999

7 Mahesh V. Joshi, George Karypis , Vipin Kumar : ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. IPPS/SPDP 1998 : 573-579

6 Anshul Gupta , Mahesh V. Joshi, Vipin Kumar : WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver. PARA 1998 : 182-194

5 Anshul Gupta , Fred G. Gustavson , Mahesh V. Joshi, Sivan Toledo : The Design, Implementation, and Evaluation of a Symmetric Banded Linear Solver for Distributed-Memory Parallel Computers. TOMS 24 (1): 74-101 (1998)

4 Anshul Gupta , Fred G. Gustavson , Mahesh V. Joshi, George Karypis , Vipin Kumar : Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results. PPSC 1997

3 Anshul Gupta , Fred G. Gustavson , Mahesh V. Joshi, Sivan Toledo : The Design, Implementation, and Evaluation of a Banded Linear Solver for Distributed-Memory Parallel Computers. PARA 1996 : 328-340

2 Ramesh C. Agarwal , Fred G. Gustavson , Susanne M. Balle , Mahesh V. Joshi, Prasad Palkar : A High Performance Matrix Manipulation Algorithm for MPPs. PARA 1995 : 1-8

1 Ramesh C. Agarwal , Fred G. Gustavson , Mahesh V. Joshi, Mohammad Zubair : A Scalable Parallel Block Algorithm for Band Cholesky Factorization. PPSC 1995 : 430-435




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