Arnaud Browet,Ph.D candidateLarge Graphs and NetworksInstitute for Information and Communication Technologies, Electronics and Applied Mathematics (ICTEAM) Université catholique de Louvain (UCLouvain) |
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Postal address: Euler Building 4, Avenue Georges Lemaître B-1348 Louvain-la-Neuve Belgium |
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Tel: +32 (0)10 47 80 30 Email: arnaud.browet@uclouvain.be Office: Euler a.017 |
Research | Resume | Publications | Codes |
I am interested in large network analysis and focused my thesis around community detection. The class of networks I've studied is very broad, from social networks of twitter users or mobile phone communications to picture graphs for image segmentation or video tracking.
If you have any kind of data you want to analyse, there is definitely a network representation that will suit your needs. Don't hesitate to contact me.
I'm currently wrapping all my papers and trying to write down a thesis.
2008 - present: |
Ph.D. Student at Université catholique de Louvain under the supervision of Paul Van Dooren and Pierre-Antoine Absil
Teaching assistant at the Department of Applied Mathematics |
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2002 - 2007: | Engineer in Applied Mathematics at Université catholique de Louvain Magna cum laude |
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1996 - 2002: | High school at Collège Saint-Hubert |
Journal Papers:
Fast community detection using local neighbourhood search (arXiv),
A. Browet, P.-A. Absil, P. Van Dooren
submitted to Physical Review E.
Exploring the Mobility of Mobile Phone Users (arXiv),
B. Cs. Csáji, A. Browet, V.A. Traag, J.-C. Delvenne, E. Huens, P. Van Dooren, Z. Smoreda, V. D. Blondel
Physica A: Statistical Mechanics and its Applications, V. 392, I. 6, P. 1459-1473, ISSN 0378-4371
Performance of a synchronized community detection algorithm
A. Browet, P.-A. Absil, P. Van Dooren
20th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2012) University of Melbourne, Australia.
Social event detection in massive mobile phone data using probabilistic location inference,
V.A. Traag, A. Browet, F. Calabrese, F. Morlot
IEEE Third International Conference on Social Computing (socialcom 2011), M.I.T, Boston MA.
Exploring Mobility of Mobile Phone Users ,
B. Cs. Csáji, A. Browet, V.A. Traag, J.-C. Delvenne, E. Huens, P. Van Dooren, Z. Smoreda, V. D. Blondel
Analysis of Mobile Phone Datasets (Netmob 2011), M.I.T, Boston MA.
Community detection for hierarchical video segmentation.
A. Browet
10th International Symposium on Iterative Methods in Scientific Computing (IMACS 2011), Marrakech , Morocco
Community Detection for Hierarchical Image Segmentation,
A. Browet, P.-A. Absil, P. Van Dooren
14th International Workshop on Combinatorial Image Analysis (IWCIA 2011), U.A., Madrid.
Lecture Notes in Computer Science, Volume 6636, 2011, pp 358-371
Fast community detection using local neighbourhood search: C++ implementation available here See included Readme file for more information |