Teaching directory
Course 2024-2025

Graph mining [SDASM101]

  • 5 credits
  • 20h+20h
  • 1st quarter
Language of instruction: French / Français

Content

• introduction • models of networks (including Erdos-Renyi, PA and configuration model) • dynamics on networks I: random walks • centrality measures • assortativity and homophily • community detection • stochastic Block Models • dynamics on networks II: epidemic Spreading


Teaching methods

After about 15 hours of lectures, students will work on a project on mathematical and/or computational aspects of network science.

Evaluations

In groups of two or three, students will be asked to submit a project in which they reproduce and critically present the results of one or more research articles. The projects will be presented during the examination period.

Recommended readings

A syllabus will be made available to students.

Language of instruction

French / Français

Location for course

NAMUR

Organizer

Faculté des sciences
Rue de Bruxelles, 61
5000 NAMUR

Degree of Reference

Master's Degree