Mawilab: combining diverse anomaly detectors for automated anomaly labeling and performance benchmarking R Fontugne, P Borgnat, P Abry, K Fukuda Proceedings of the 6th International COnference, 1-12, 2010 | 403 | 2010 |
Shared bicycles in a city: A signal processing and data analysis perspective P Borgnat, P Abry, P Flandrin, C Robardet, JB Rouquier, E Fleury Advances in Complex Systems 14 (03), 415-438, 2011 | 329 | 2011 |
Seven years and one day: Sketching the evolution of internet traffic P Borgnat, G Dewaele, K Fukuda, P Abry, K Cho IEEE INFOCOM 2009, 711-719, 2009 | 277 | 2009 |
Time-frequency energy distributions meet compressed sensing P Flandrin, P Borgnat IEEE Transactions on Signal Processing 58 (6), 2974-2982, 2010 | 247 | 2010 |
Non-gaussian and long memory statistical characterizations for internet traffic with anomalies A Scherrer, N Larrieu, P Owezarski, P Borgnat, P Abry IEEE Transactions on Dependable and Secure Computing 4 (1), 56-70, 2007 | 195 | 2007 |
Graph wavelets for multiscale community mining N Tremblay, P Borgnat IEEE Transactions on Signal Processing 62 (20), 5227-5239, 2014 | 192 | 2014 |
Extracting hidden anomalies using sketch and non gaussian multiresolution statistical detection procedures G Dewaele, K Fukuda, P Borgnat, P Abry, K Cho Proceedings of the 2007 workshop on Large scale attack defense, 145-152, 2007 | 159 | 2007 |
Testing stationarity with surrogates: A time-frequency approach P Borgnat, P Flandrin, P Honeine, C Richard, J Xiao IEEE Transactions on Signal Processing 58 (7), 3459-3470, 2010 | 145 | 2010 |
From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset M Vogel, R Hamon, G Lozenguez, L Merchez, P Abry, J Barnier, ... Journal of Transport Geography 41, 280-291, 2014 | 130 | 2014 |
The sliding singular spectrum analysis: a data-driven nonstationary signal decomposition tool J Harmouche, D Fourer, F Auger, P Borgnat, P Flandrin IEEE Transactions on Signal Processing 66 (1), 251-263, 2017 | 121 | 2017 |
Description and simulation of dynamic mobility networks A Scherrer, P Borgnat, E Fleury, JL Guillaume, C Robardet Computer Networks 52 (15), 2842-2858, 2008 | 113 | 2008 |
Strip, bind, and search: a method for identifying abnormal energy consumption in buildings R Fontugne, J Ortiz, N Tremblay, P Borgnat, P Flandrin, K Fukuda, ... Proceedings of the 12th international conference on Information processing …, 2013 | 109 | 2013 |
Trend filtering via empirical mode decompositions A Moghtaderi, P Flandrin, P Borgnat Computational Statistics & Data Analysis 58, 114-126, 2013 | 106 | 2013 |
Subgraph-based filterbanks for graph signals N Tremblay, P Borgnat IEEE Transactions on Signal Processing 64 (15), 3827-3840, 2016 | 100 | 2016 |
Scaling in internet traffic: a 14 year and 3 day longitudinal study, with multiscale analyses and random projections R Fontugne, P Abry, K Fukuda, D Veitch, K Cho, P Borgnat, H Wendt IEEE/ACM Transactions on Networking 25 (4), 2152-2165, 2017 | 96 | 2017 |
Design of graph filters and filterbanks N Tremblay, P Gonçalves, P Borgnat Cooperative and Graph Signal Processing, 299-324, 2018 | 92 | 2018 |
Investigating self-similarity and heavy-tailed distributions on a large-scale experimental facility P Loiseau, P Gonçalves, G Dewaele, P Borgnat, P Abry, PVB Primet IEEE/ACM Transactions on Networking 18 (4), 1261-1274, 2010 | 78 | 2010 |
Fourier could be a data scientist: From graph Fourier transform to signal processing on graphs B Ricaud, P Borgnat, N Tremblay, P Gonçalves, P Vandergheynst Comptes Rendus Physique 20 (5), 474-488, 2019 | 75 | 2019 |
From stationarity to self-similarity, and back: Variations on the Lamperti transformation P Flandrin, P Borgnat, PO Amblard Processes with long-range correlations: Theory and applications, 88-117, 2003 | 65 | 2003 |
A dynamical network view of Lyon’s Vélo’v shared bicycle system P Borgnat, C Robardet, P Abry, P Flandrin, JB Rouquier, N Tremblay Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying …, 2013 | 64 | 2013 |