Title  Description  Supervisors Status ↓
Harmonic analysis of real-word diffusion processes Whenever network scientists work with real-world diffusion data -attempting for instance to analyse the spreading an opinion in a social ... Andreas Loukas Available  More
Analyzing songs from the Montreux Jazz festival The Montreux Jazz Festival archive, with its thousands of songs, offers a unique opportunity to discover music. However, the database ... Benjamin Ricaud Assigned  More
Learning with Hypergraphs In this project the student will inquiries hypergraphs and generalizes the spectral graph theory to this setting. This project is ... Nathanaël Perraudin Finished  More
Distance learning for smooth graph signals In this project, we study a new technique for distance learning on a graph. Traditional distance learning minimizes the distance ... Vassilis Kalofolias, Nathanaël Perraudin Finished  More
Stochastic processes on graphs In this project, we study how stochastic processes behave on graph. The main idea is to generate many random signals ... Nathanaël Perraudin, Olivier Lévêque Finished  More
Graph-based Image Inpainting Idea : use a patch-based graph of the image to address the inpainting problem for large missing chunks. Objectives : measure the ... Johann Paratte, Nathanaël Perraudin Finished  More
Manifold frame bounds for graph frames The goal of this project is to examinate the properties of a new objet that extends a graph kernel (or ... Johann Paratte, Nathanaël Perraudin, Daniel Kressner Finished  More
Creation and analysis of large social networks, an experiment on the Star Wars universe The goal of this project is to build a social network of the characters appearing in a finite corpus of ... Kirell Benzi, Benjamin Ricaud Finished  More
Graph-based video analysis Idea : Create similarity graphs from videos with application to movie segmentation and movie signatures. Objectives : design and test similarity measures ... Johann Paratte, Lionel Martin Finished  More