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Data Mining and Knowledge Discovery with Evolutionary Algorithms

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Cover of 'Data Mining and Knowledge Discovery with Evolutionary Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Data Mining Tasks and Concepts
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    Chapter 3 Data Mining Paradigms
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    Chapter 4 Data Preparation
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    Chapter 5 Basic Concepts of Evolutionary Algorithms
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    Chapter 6 Genetic Algorithms for Rule Discovery
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    Chapter 7 Genetic Programming for Rule Discovery
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    Chapter 8 Evolutionary Algorithms for Clustering
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    Chapter 9 Evolutionary Algorithms for Data Preparation
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    Chapter 10 Evolutionary Algorithms for Discovering Fuzzy Rules
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    Chapter 11 Scaling up Evolutionary Algorithms for Large Data Sets
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    Chapter 12 Conclusions and Research Directions
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