TY  - BOOK
AU  - Murty,M.Narasimha
AU  - Devi,V.Susheela
TI  - Introduction to pattern recognition and machine learning
T2  - IISc lecture notes series
SN  - 9789814335454
U1  - 006.4 23
PY  - 2015///
CY  - Singapore
PB  - World Scientific
KW  - Pattern recognition systems
KW  - Machine learning
N1  - Includes bibliographical references and index; 1. Introduction --
2. Types of data --
3. Feature extraction and feature selection --
4. Bayesian learning --
5. Classification --
6. Classification using soft computing techniques --
7. Data clustering --
8. Soft clustering --
9. Application : social and information networks
N2  - Adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. This book deals with topics such as: pattern representation, nearest neighour based classifiers, neural networks, support vector machines, and decision trees.
ER  -