Lecture

Directed Networks & Hypergraphs

Description

This lecture covers the concept of directed networks, where relationships are asymmetric, and examples include social networks, email communications, and powerline networks. It also explores in-degree and out-degree, degree-based models, and the directed stochastic block model. Additionally, the lecture delves into hypergraphs, which generalize graphs by allowing edges to connect any subset of nodes, not just pairs. It explains the basic definitions of hypergraphs, such as vertex sets, edge sets, incident vertices, and degrees. Various examples from computer science, genetics, sociology, and healthcare are provided to illustrate the application of hypergraphs in different fields.

About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.