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S SATHIYA KEERTHI
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Showing results 1 to 20 of 29
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Issue Date
Title
Author(s)
Jan-2000
A fast iterative nearest point algorithm for support vector machine classifier design
Keerthi, S.S.
;
Shevade, S.K.
;
Bhattacharyya, C.
;
Murthy, K.R.K.
2003
A machine learning approach for the duration of biomedical literature
Shi, M.
;
Edwin, D.S.
;
Menon, R.
;
Shen, L.
;
Lim, J.Y.K.
;
Loh, H.T.
;
Keerthi, S.S.
;
Ong, C.J.
22-Nov-2003
A simple and efficient algorithm for gene selection using sparse logistic regression
Shevade, S.K.
;
Keerthi, S.S.
Feb-2000
A stochastic connectionist approach for global optimization with application to pattern clustering
Babu, G.P.
;
Murty, M.N.
;
Keerthi, S.S.
May-2004
An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels
Lee, M.M.S.
;
Keerthi, S.S.
;
Ong, C.J.
;
DeCoste, D.
Jul-2003
Asymptotic behaviors of support vector machines with gaussian kernel
Keerthi, S.S.
;
Lin, C.-J.
Jan-2004
Bayesian support vector regression using a unified loss function
Chu, W.
;
Keerthi, S.S.
;
Ong, C.J.
Sep-2003
Bayesian trigonometric support vector classifier
Chu, W.
;
Keerthi, S.S.
;
Ong, C.J.
Nov-2001
Computation of a penetration measure between 3D convex polyhedral objects for collision detection
Sridharan, K.
;
Keerthi, S.S.
Jan-2002
Convergence of a generalized SMO algorithm for SVM classifier design
Keerthi, S.S.
;
Gilbert, E.G.
Dec-2006
Developing parallel sequential minimal optimization for fast training support vector machine
Cao, L.J.
;
Keerthi, S.S.
;
Ong, C.J.
;
Uvaraj, P.
;
Fu, X.J.
;
Lee, H.P.
Sep-2002
Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithms
Keerthi, S.S.
Apr-2003
Evaluation of simple performance measures for tuning SVM hyperparameters
Duan, K.
;
Keerthi, S.S.
;
Poo, A.N.
2004
Extracting the knowledge embedded in support vector machines
Fu, X.
;
Ong, C.
;
Keerthi, S.
;
Hung, G.G.
;
Goh, L.
Mar-2001
Improvements to Platt's SMO algorithm for SVM classifier design
Keerthi, S.S.
;
Shevade, S.K.
;
Bhattacharyya, C.
;
Murthy, K.R.K.
Sep-2000
Improvements to the SMO algorithm for SVM regression
Shevade, S.K.
;
Keerthi, S.S.
;
Bhattacharyya, C.
;
Murthy, K.R.K.
25-Feb-2000
Information geometry and Plefka's mean-field theory
Bhattacharyya, C.
;
Keerthi, S.S.
Jul-2001
Mean-field methods for a special class of belief networks
Bhattacharyya, C.
;
Keerthi, S.S.
2003
Multi-category classification by soft-max combination of binary classifiers
Duan, K.
;
Keerthi, S.S.
;
Chu, W.
;
Shevade, S.K.
;
Poo, A.N.
2004
On the effectiveness of latent semantic analysis for the categorization of call centre records
Menon, R.
;
Keerthi, S.S.
;
Loh, H.T.
;
Brombacher, A.C.