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Advanced Methods for Knowledge Discovery from Complex Data

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Cover of 'Advanced Methods for Knowledge Discovery from Complex Data'

Table of Contents

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    Book Overview
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    Chapter 1 Knowledge Discovery and Data Mining
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    Chapter 2 Automatic Discovery of Class Hierarchies via Output Space Decomposition
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    Chapter 3 Graph-based Mining of Complex Data
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    Chapter 4 Predictive Graph Mining with Kernel Methods
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    Chapter 5 TreeMiner : An Efficient Algorithm for Mining Embedded Ordered Frequent Trees
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    Chapter 6 Sequence Data Mining
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    Chapter 7 Link-based Classification
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    Chapter 8 Knowledge Discovery from Evolutionary Trees
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    Chapter 9 Ontology-Assisted Mining of RDF Documents
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    Chapter 10 Image Retrieval using Visual Features and Relevance Feedback
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    Chapter 11 Significant Feature Selection Using Computational Intelligent Techniques for Intrusion Detection
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    Chapter 12 On-board Mining of Data Streams in Sensor Networks
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    Chapter 13 Discovering an Evolutionary Classifier over a High-speed Nonstatic Stream
Attention for Chapter 5: TreeMiner : An Efficient Algorithm for Mining Embedded Ordered Frequent Trees
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