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Ioannis Pitas (AUTH)
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This lecture overviews Algebraic Graph Analysis that has many applications in Network Theory, Web Science and Social Media Analytics. It covers the following topics in detail: Graph Basics. Graph Matrix Representations. Graph-shift Operator (GSO). Eigen-decomposition of GSO. Graph Building Blocks. Community detection. Graph Clustering: Spatial domain, Spectral domain.
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