Selected Publications

Articles In Academic Journals

Year Title
2007 Convergent Design of Piecewise Linear Neural NetworksNeurocomputing. 1022-1039.
2006 An Efficient Hidden Layer Training Method for Multilayer PerceptronNeurocomputing. 525-535.
2006 Feature Selection Using a Piecewise Linear NetworkIEEE Trans. on Neural Network. 1101-1115.
2005 Effects of nonsingular pre-processing on feed-forward network trainingInternational Journal of Pattern Recognition and Artificial Intelligence. 217-247.
2005 Iterative Design of Neural Network Classifiers through RegressionInternational Journal on Artificial Intelligence Tools. 281-302.
2005 Prototype Based Classifier Design with PruningInternational Journal on Artificial Intelligence Tools. 261-280.

Conference Papers

Year Title
2004 Hidden Layer Training via Hessian Matrix Information
2004 Invariance of MLP Training to Input Feature De-correlation
2004 Iterative Improvement of Neural Classifiers
2004 Prototype Based Classifier Design with Pruning