Advanced Methods for Knowledge Discovery from Complex Data

Part I: Foundations

Chapter List

Chapter 1: Knowledge Discovery and Data Mining
Chapter 2: Automatic Discovery of Class Hierarchies via Output Space Decomposition
Chapter 3: Graph-Based Mining of Complex Data
Chapter 4: Predictive Graph Mining with Kernel Methods
Chapter 5: TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees
Chapter 6: Sequence Data Mining
Chapter 7: Link-based Classification

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