M Narasimha Murty: 2 books
Compression Schemes for Mining Large Datasets
A Machine Learning Perspective
Language: English
Release Date: November 19, 2013
This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient...
by M Narasimha Murty, V Susheela Devi
Language: English
Release Date: April 22, 2015
Language: English
Release Date: April 22, 2015
This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics — neural networks, support vector...