Some applications of generalized inverse to pattern recognition.
Some applications of generalized inverse to pattern recognition.
Generalized Inverse Approach to Adaptive Multiclass Pattern Classification
IEEE Transactions on Computers
Classification of Incomplete Pattern Vectors Using Modified Discrminant Functions
IEEE Transactions on Computers
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
The use of wavelets in speaker feature tracking identification system using neural network
WSEAS Transactions on Signal Processing
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A new weighted mean-square-error (MSE) procedure for pattern classification is introduced. The method iteratively repeats the misclassified samples. Three theorems on redundancy and the least square generalized inverse solution for an inconsistent set of equations are presented and proved. The resulting algorithm is presented together with a convergence proof for the linearly separable case. Several examples are included that demonstrate the advantage of the method over the MSE solution for both the separable and nonseparable cases.