Network and Graph Analysis: Dynamic Processes and Temporal Networks · Introduction

Introduction

What this guide covers

Mathematical and statistical analysis of transport, diffusion and epidemic propagation phenomena on static, dynamic and temporal evolution topologies.

Overview

Topics covered

Introduction
Dynamic Processes and Temporal Networks
Fundamentals of Graphs and Spectral Operators
Symmetric Normalized Laplacian and Random Walk
Diffusion and Random Walks
Consensus Networks and Centrality Metrics

Related concepts

Main connections

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

A_{ij} = \begin{cases} w_{ij} & \text{if } (v_i, v_j) \in E \\ 0 & \text{In another case} \end{cases}

View LaTeX source

A_{ij} = \begin{cases} w_{ij} & \text{if } (v_i, v_j) \in E \\ 0 & \text{In another case} \end{cases}