Compression Schemes for Mining Large Datasets: A Machine Learning Perspective (Advances in Computer Vision and Pattern Recognition)

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective (Advances in Computer Vision and Pattern Recognition)

by M. Narasimha Murty (Contributor), S.V. Subrahmanya (Contributor), T. Ravindra Ravindra Babu (Author)

Synopsis

This book addresses the challenges of data abstraction generation using the 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.

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More Information

Format: Paperback
Pages: 216
Edition: Softcover reprint of the original 1st ed. 2013
Publisher: Springer
Published: 17 Sep 2016

ISBN 10: 1447170555
ISBN 13: 9781447170556