Compression Schemes for Mining Large Datasets: A Machine Learning Perspective
Author:   T. Ravindra Babu ,  M. Narasimha Murty ,  S.V. Subrahmanya
Publisher:   Springer London Ltd
Edition:   2013 ed.
ISBN:  

9781447156062


Pages:   197
Publication Date:   04 December 2013
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Our Price $145.17 Quantity:  
Add to Cart

Share |

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective


Add your own review!

Overview

Full Product Details

Author:   T. Ravindra Babu ,  M. Narasimha Murty ,  S.V. Subrahmanya
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2013 ed.
Dimensions:   Width: 15.50cm , Height: 1.40cm , Length: 23.50cm
Weight:   0.505kg
ISBN:  

9781447156062


ISBN 10:   1447156064
Pages:   197
Publication Date:   04 December 2013
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Data Mining Paradigms.- Run-Length Encoded Compression Scheme.- Dimensionality Reduction by Subsequence Pruning.- Data Compaction through Simultaneous Selection of Prototypes and Features.- Domain Knowledge-Based Compaction.- Optimal Dimensionality Reduction.- Big Data Abstraction through Multiagent Systems.- Intrusion Detection Dataset: Binary Representation.

Reviews

Author Information

Dr. T. Ravindra Babu is a Principal Researcher in the E-Commerce Research Labs at Infosys Ltd., Bangalore, India. Mr. S.V. Subrahmanya is Vice President and Research Fellow at the same organization. Dr. M. Narasimha Murty is a Professor in the Department of Computer Science and Automation at the Indian Institute of Science, Bangalore, India.

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
 Shopping cart
Mailing List

 

Sign up now