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Using spectral graph theory to analyze two biological networks

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Spectral Graph Analysis

A work by Ronald & Aditya

Abstract

Spectral graph theory can be used to analyze the topological properties (e.g., connectivity) of graphs. Each graph has a Laplacian matrix whose eigenvalues and eigenvectors reveal many properties of the graph. We look at discrete mathematical (graph theoretical) models for biological networks, then study some mathematics of spectral graph theory and in particular, properties of the Laplacian.

The presentation is here.