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Compression Schemes for Mining Large Datasets

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Cover of 'Compression Schemes for Mining Large Datasets'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Data Mining Paradigms
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    Chapter 3 Run-Length-Encoded Compression Scheme
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    Chapter 4 Dimensionality Reduction by Subsequence Pruning
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    Chapter 5 Data Compaction Through Simultaneous Selection of Prototypes and Features
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    Chapter 6 Domain Knowledge-Based Compaction
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    Chapter 7 Optimal Dimensionality Reduction
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    Chapter 8 Big Data Abstraction Through Multiagent Systems
Attention for Chapter 1: Introduction
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