2007 |
17 | EE | S. Asharaf,
M. Narasimha Murty,
Shirish Krishnaj Shevade:
Cluster Based Training for Scaling Non-linear Support Vector Machines.
ICCTA 2007: 304-308 |
16 | EE | S. Asharaf,
M. Narasimha Murty,
Shirish Krishnaj Shevade:
Multiclass core vector machine.
ICML 2007: 41-48 |
15 | EE | S. Sathiya Keerthi,
Shirish Krishnaj Shevade:
A Fast Tracking Algorithm for Generalized LARS/LASSO.
IEEE Transactions on Neural Networks 18(6): 1826-1830 (2007) |
14 | EE | S. Sundararajan,
Shirish Krishnaj Shevade,
S. Sathiya Keerthi:
Fast Generalized Cross-Validation Algorithm for Sparse Model Learning.
Neural Computation 19(1): 283-301 (2007) |
2006 |
13 | EE | Asharaf S,
M. Narasimha Murty,
Shirish Krishnaj Shevade:
Cluster Based Core Vector Machine.
ICDM 2006: 1038-1042 |
12 | EE | Shirish Krishnaj Shevade,
Wei Chu:
Minimum Enclosing Spheres Formulations for Support Vector Ordinal Regression.
ICDM 2006: 1054-1058 |
11 | EE | J. Saketha Nath,
Shirish Krishnaj Shevade:
An efficient clustering scheme using support vector methods.
Pattern Recognition 39(8): 1473-1480 (2006) |
10 | EE | S. Asharaf,
M. Narasimha Murty,
Shirish Krishnaj Shevade:
Rough set based incremental clustering of interval data.
Pattern Recognition Letters 27(6): 515-519 (2006) |
2005 |
9 | | J. Saketha Nath,
Shirish Krishnaj Shevade:
An Efficient Clustering Scheme using Support Vector Methods.
IICAI 2005: 3436-3448 |
8 | EE | S. Sathiya Keerthi,
Kaibo Duan,
Shirish Krishnaj Shevade,
A. Poo:
A Fast Dual Algorithm for Kernel Logistic Regression.
Machine Learning 61(1-3): 151-165 (2005) |
7 | EE | S. Asharaf,
Shirish Krishnaj Shevade,
M. Narasimha Murty:
Rough support vector clustering.
Pattern Recognition 38(10): 1779-1783 (2005) |
2004 |
6 | EE | Shirish Krishnaj Shevade,
S. Sundararajan,
S. Sathiya Keerthi:
Predictive Approaches for Sparse Model Learning.
ICONIP 2004: 434-439 |
2003 |
5 | EE | Kaibo Duan,
S. Sathiya Keerthi,
Wei Chu,
Shirish Krishnaj Shevade,
Aun Neow Poo:
Multi-category Classification by Soft-Max Combination of Binary Classifiers.
Multiple Classifier Systems 2003: 125-134 |
4 | | Shirish Krishnaj Shevade,
S. Sathiya Keerthi:
A simple and efficient algorithm for gene selection using sparse logistic regression.
Bioinformatics 19(17): 2246-2253 (2003) |
3 | EE | S. Sathiya Keerthi,
Shirish Krishnaj Shevade:
SMO Algorithm for Least-Squares SVM Formulation.
Neural Computation 15(2): 487-507 (2003) |
2002 |
2 | | S. Sathiya Keerthi,
Kaibo Duan,
Shirish Krishnaj Shevade,
Aun Neow Poo:
A Fast Dual Algorithm for Kernel Logistic Regression.
ICML 2002: 299-306 |
2001 |
1 | | S. Sathiya Keerthi,
Shirish Krishnaj Shevade,
Chiranjib Bhattacharyya,
K. R. K. Murthy:
Improvements to Platt's SMO Algorithm for SVM Classifier Design.
Neural Computation 13(3): 637-649 (2001) |