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Babu, T. Ravindra

Compression Schemes for Mining Large Datasets

Babu, T. Ravindra - Compression Schemes for Mining Large Datasets, ebook

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ISBN: 9781447156079
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Table of contents

1. Introduction
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

2. Data Mining Paradigms
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

3. Run-Length-Encoded Compression Scheme
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

4. Dimensionality Reduction by Subsequence Pruning
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

5. Data Compaction Through Simultaneous Selection of Prototypes and Features
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

6. Domain Knowledge-Based Compaction
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

7. Optimal Dimensionality Reduction
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

8. Big Data Abstraction Through Multiagent Systems
T. Ravindra Babu, M. Narasimha Murty, S. V. Subrahmanya

Keywords: Computer Science, Pattern Recognition, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics)

Author(s)
 
 
Publisher
Springer
Publication year
2013
Language
en
Edition
2013
Series
Advances in Computer Vision and Pattern Recognition
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781447156079

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