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Chandrika Kamath

Papers on DiSC'04


Feature Selection in Scientific Applications

Feature Selection in Scientific Applications

Effective Localized Regression for Damage Detection in Large Complex Mechanical Structures

Publications


Note: Links lead to the DBLP on the Web.

Chandrika Kamath

Michael W. Berry , Umeshwar Dayal , Chandrika Kamath, David B. Skillicorn : Proceedings of the Fourth SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004 SIAM 2004

Aleksandar Lazarevic , Ramdev Kanapady , Chandrika Kamath: Effective localized regression for damage detection in large complex mechanical structures. KDD 2004 : 450-459

Erick Cantú-Paz , Shawn Newsam , Chandrika Kamath: Feature selection in scientific applications. KDD 2004 : 788-793

Daniel Barbará , Chandrika Kamath: Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003 SIAM 2003

Aleksandar Lazarevic , Ramdev Kanapady , Chandrika Kamath, Vipin Kumar , Kumar Tamma : Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM 2003 : 139-146

Erick Cantú-Paz , Chandrika Kamath: Inducing oblique decision trees with evolutionary algorithms. IEEE Trans. Evolutionary Computation 7 (1): 54-68 (2003)

Erick Cantú-Paz , Chandrika Kamath: Evolving neural networks to identify bent-double galaxies in the FIRST survey. Neural Networks 16 (3-4): 507-517 (2003)

Erick Cantú-Paz , Chandrika Kamath: Evolving Neural Networks For The Classification Of Galaxies. GECCO 2002 : 1019-1026

Sergey Kirshner , Igor V. Cadez , Padhraic Smyth , Chandrika Kamath, Erick Cantú-Paz : Probabilistic Model-Based Detection of Bent-Double Radio Galaxies. ICPR (2) 2002 : 499-502

Sergey Kirshner , Igor V. Cadez , Padhraic Smyth , Chandrika Kamath: Learning to Classify Galaxy Shapes Using the EM Algorithm. NIPS 2002 : 1497-1504

Chandrika Kamath, Erick Cantú-Paz , David Littau : Approximate Splitting for Ensembles of Trees using Histograms. SDM 2002

Chandrika Kamath: Workshop Report: The Fourth Workshop on Mining Scientific Datasets. SIGKDD Explorations 3 (2): 68-69 (2002)

Erick Cantú-Paz , Chandrika Kamath: Using Evolutionary Algorithms to Induce Oblique Decision Trees. GECCO 2000 : 1053-1060

Chandrika Kamath, Sisira Weeratunga : Projection Methods on a Distributed Memory MIMD Multiprocessor. PPSC 1991 : 92-97

Chandrika Kamath, Sisira Weeratunga : Implementation of two projection methods on a shared memory multiprocessor: DEC VAX 6240. Parallel Computing 16 (2-3): 375-382 (1990)

Chandrika Kamath, Ahmed H. Sameh : A projection method for solving nonsymmetric linear systems on multiprocessors. Parallel Computing 9 (3): 291-312 (1989)

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