Pattern Recognition

By
Devi, V. S. (V. Susheela )
(2014-01)

Modules / Lectures : Paradigms for Pattern Recognition ; Representation of Patterns and Classes ; Metric and Non-Metric Proximity Measures ; Feature Extraction ; Different Approaches to Feature Selection ; Nearest Neighbour Classifier and its variants ; Efficient Algorithms for Nearest Neighbour Classification ; Different approaches to Prototype Selection ; Bayes Classifier ; Decision Trees ; Linear Discriminant Functions ; Support Vector Machines ; Clustering ; Clustering Large Datasets ; Combination of Classifiers ; Application - Document Recognition ;

Published by:

National Programme on Technology Enhanced Learning (NPTEL)

DOER Persistent Identifier: http://doer.col.org/handle//123456789/3504