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Graph Mining and Graph Kernels

Graph Mining and Graph Kernels

This video was recorded at 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Las Vegas 2008. Social and biological networks have led to a huge interest in data analysis on graphs. Various groups within the KDD community have begun to study the task of data mining on graphs, including researchers from database-oriented graph mining, and researchers from kernel machine learning. Their approaches are often complementary, and we feel that exciting research problems and techniques can be discovered by exploring the link between these different approaches to graph mining. This tutorial presents a comprehensive overview of the techniques developed in graph mining and graph kernels and examines the connection between them. The goal of this tutorial is i) to... Show More
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