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Frequent Pattern Mining

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Cover of 'Frequent Pattern Mining'

Table of Contents

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    Book Overview
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    Chapter 1 An Introduction to Frequent Pattern Mining
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    Chapter 2 Frequent Pattern Mining Algorithms: A Survey
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    Chapter 3 Pattern-Growth Methods
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    Chapter 4 Mining Long Patterns
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    Chapter 5 Interesting Patterns
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    Chapter 6 Negative Association Rules
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    Chapter 7 Constraint-Based Pattern Mining
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    Chapter 8 Mining and Using Sets of Patterns through Compression
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    Chapter 9 Frequent Pattern Mining in Data Streams
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    Chapter 10 Big Data Frequent Pattern Mining
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    Chapter 11 Sequential Pattern Mining
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    Chapter 12 Spatiotemporal Pattern Mining: Algorithms and Applications
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    Chapter 13 Mining Graph Patterns
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    Chapter 14 Uncertain Frequent Pattern Mining
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    Chapter 15 Privacy Issues in Association Rule Mining
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    Chapter 16 Frequent Pattern Mining Algorithms for Data Clustering
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    Chapter 17 Supervised Pattern Mining and Applications to Classification
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    Chapter 18 Applications of Frequent Pattern Mining
Attention for Chapter 9: Frequent Pattern Mining in Data Streams
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