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Soft Computing for Knowledge Discovery and Data Mining

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Cover of 'Soft Computing for Knowledge Discovery and Data Mining'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Soft Computing for Knowledge Discovery and Data Mining
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    Chapter 2 Neural Networks For Data Mining
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    Chapter 3 Improved SOM Labeling Methodology for Data Mining Applications
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    Chapter 4 A Review of evolutionary Algorithms for Data Mining
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    Chapter 5 Genetic Clustering for Data Mining
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    Chapter 6 Discovering New Rule Induction Algorithms with Grammar-based Genetic Programming
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    Chapter 7 evolutionary Design of Code-matrices for Multiclass Problems
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    Chapter 8 The Role of Fuzzy Sets in Data Mining
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    Chapter 9 Support Vector Machines and Fuzzy Systems
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    Chapter 10 KDD in Marketing with Genetic Fuzzy Systems
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    Chapter 11 Knowledge Discovery in a Framework for Modelling with Words
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    Chapter 12 Swarm Intelligence Algorithms for Data Clustering
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    Chapter 13 A Diffusion Framework for Dimensionality Reduction
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    Chapter 14 Data Mining and Agent Technology: a fruitful symbiosis
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    Chapter 15 Approximate Frequent Itemset Mining In the Presence of Random Noise
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    Chapter 16 The Impact of Overfitting and Overgeneralization on the Classification Accuracy in Data Mining
Attention for Chapter 15: Approximate Frequent Itemset Mining In the Presence of Random Noise
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