Pierre Borgnat

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 46

Top Venues

CoRR

ICASSP

Signal Process.

IEEE Trans. Signal Inf. Process. over Networks

Publications

Myriam Bontonou, Anaïs Haget, Maria Boulougouri, Benjamin Audit, Pierre Borgnat, Jean-Michel Arbona
A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches. CoRR (2024)
Rémi Vaudaine, Pierre Borgnat, Paulo Gonçalves, Rémi Gribonval, Márton Karsai
Temporal network compression via network hashing. Appl. Netw. Sci. 9 (1) (2024)
Yasaman Asgari, Rémy Cazabet, Pierre Borgnat
Mosaic Benchmark Networks: Modular Link Streams for Testing Dynamic Community Detection Algorithms. COMPLEX NETWORKS (2) (2023)
Thummaluru Siddartha Reddy, Sundeep Prabhakar Chepuri, Pierre Borgnat
Clustering with Simplicial Complexes. EUSIPCO (2023)
Yasaman Asgari, Rémy Cazabet, Pierre Borgnat
Mosaic benchmark networks: Modular link streams for testing dynamic community detection algorithms. CoRR (2023)
Rémi Vaudaine, Pierre Borgnat, Paulo Gonçalves, Rémi Gribonval, Márton Karsai
Temporal network compression via network hashing. CoRR (2023)
Myriam Bontonou, Anaïs Haget, Maria Boulougouri, Jean-Michel Arbona, Benjamin Audit, Pierre Borgnat
Studying Limits of Explainability by Integrated Gradients for Gene Expression Models. CoRR (2023)
Thummaluru Siddartha Reddy, Sundeep Prabhakar Chepuri, Pierre Borgnat
Clustering with Simplicial Complexes. CoRR (2023)
Yacouba Kaloga, Pierre Borgnat, Amaury Habrard
A Simple Way to Learn Metrics Between Attributed Graphs. LoG (2022)
Yacouba Kaloga, Pierre Borgnat, Amaury Habrard
A simple way to learn metrics between attributed graphs. CoRR (2022)
George Miloshevich, Bastien Cozian, Patrice Abry, Pierre Borgnat, Freddy Bouchet
Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data. CoRR (2022)
Sibylle Marcotte, Amélie Barbe, Rémi Gribonval, Titouan Vayer, Marc Sebban, Pierre Borgnat, Paulo Gonçalves
Fast Multiscale Diffusion On Graphs. ICASSP (2022)
Amélie Barbe, Paulo Gonçalves, Marc Sebban, Pierre Borgnat, Rémi Gribonval, Titouan Vayer
Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation. ICTAI (2021)
Valérian Jacques-Dumas, Francesco Ragone, Freddy Bouchet, Pierre Borgnat, Patrice Abry
Deep Learning based Extreme Heatwave Forecast. CoRR (2021)
Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard
Multiview Variational Graph Autoencoders for Canonical Correlation Analysis. ICASSP (2021)
Sibylle Marcotte, Amélie Barbe, Rémi Gribonval, Titouan Vayer, Marc Sebban, Pierre Borgnat, Paulo Gonçalves
Fast Multiscale Diffusion on Graphs. CoRR (2021)
Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard
Variational graph autoencoders for multiview canonical correlation analysis. Signal Process. 188 (2021)
Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, Rémi Gribonval
Graph Diffusion Wasserstein Distances. ECML/PKDD (2) (2020)
Louis Béthune, Yacouba Kaloga, Pierre Borgnat, Aurélien Garivier, Amaury Habrard
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening. CoRR (2020)
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Yacouba Kaloga, Pierre Borgnat, Sundeep Prabhakar Chepuri, Patrice Abry, Amaury Habrard
Multiview Variational Graph Autoencoders for Canonical Correlation Analysis. CoRR (2020)
Louis Béthune, Yacouba Kaloga, Pierre Borgnat, Aurélien Garivier, Amaury Habrard
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening. Algorithms 13 (9) (2020)
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation. ICASSP (2020)
Raimon Fabregat, Nelly Pustelnik, Paulo Gonçalves, Pierre Borgnat
Solving NMF with smoothness and sparsity constraints using PALM. CoRR (2019)
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
An Improved Stationarity Test Based on Surrogates. IEEE Signal Process. Lett. 26 (10) (2019)
Fei Hua, Cédric Richard, Jie Chen, Haiyan Wang, Pierre Borgnat, Paulo Gonçalves
Learning Combination of Graph Filters for Graph Signal Modeling. IEEE Signal Process. Lett. 26 (12) (2019)
Mikhail Tsitsvero, Pierre Borgnat, Paulo Gonçalves
Multidimensional Analytic Signal with Application on Graphs. SSP (2018)
Jordan Cambe, Patrice Abry, Julien Barnier, Pierre Borgnat, Marie Vogel, Pablo Jensen
Evolutions of Individuals Use of Lyon's Bike Sharing System. CoRR (2018)
Jinane Harmouche, Dominique Fourer, François Auger, Pierre Borgnat, Patrick Flandrin
The Sliding Singular Spectrum Analysis: A Data-Driven Nonstationary Signal Decomposition Tool. IEEE Trans. Signal Process. 66 (1) (2018)
Harry Sevi, Gabriel Rilling, Pierre Borgnat
Modeling Signals over Directed Graphs Through Filtering. GlobalSIP (2018)
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
A nonparametric test for slowly-varying nonstationarities. Signal Process. 143 (2018)
Romain Fontugne, Patrice Abry, Kensuke Fukuda, Darryl Veitch, Kenjiro Cho, Pierre Borgnat, Herwig Wendt
Scaling in Internet Traffic: A 14 Year and 3 Day Longitudinal Study, With Multiscale Analyses and Random Projections. IEEE/ACM Trans. Netw. 25 (4) (2017)
Gabriel Michau, Alfredo Nantes, Ashish Bhaskar, Edward Chung, Patrice Abry, Pierre Borgnat
Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories. IEEE Trans. Intell. Transp. Syst. 18 (9) (2017)
Gabriel Michau, Nelly Pustelnik, Pierre Borgnat, Patrice Abry, Alfredo Nantes, Ashish Bhaskar, Edward Chung
A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation. IEEE Trans. Signal Inf. Process. over Networks 3 (1) (2017)
Pierre Borgnat, Etienne Côme, Latifa Oukhellou
Processing, mining and visualizing massive urban data. ESANN (2017)
Rémy Cazabet, Pierre Borgnat, Pablo Jensen
Using degree constrained gravity null-models to understand the structure of journeys' networks in bicycle sharing systems. ESANN (2017)
Romain Fontugne, Patrice Abry, Kensuke Fukuda, Darryl Veitch, Kenjiro Cho, Pierre Borgnat, Herwig Wendt
Scaling in Internet Traffic: a 14 year and 3 day longitudinal study, with multiscale analyses and random projections. CoRR (2017)
Rasha E. Boulos, Nicolas Tremblay, Alain Arneodo, Pierre Borgnat, Benjamin Audit
Multi-scale structural community organisation of the human genome. BMC Bioinform. 18 (1) (2017)
Romain Fontugne, Pierre Borgnat, Patrick Flandrin
Online Empirical Mode Decomposition. ICASSP (2017)
Mikhail Tsitsvero, Pierre Borgnat, Paulo Gonçalves
Analytic signal in many dimensions. CoRR (2017)
Nicolas Tremblay, Paulo Gonçalves, Pierre Borgnat
Design of graph filters and filterbanks. CoRR (2017)
Nicolas Tremblay, Pierre Borgnat
Subgraph-Based Filterbanks for Graph Signals. IEEE Trans. Signal Process. 64 (15) (2016)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Extraction of Temporal Network Structures From Graph-Based Signals. IEEE Trans. Signal Inf. Process. over Networks 2 (2) (2016)
Gabriel Michau, Nelly Pustelnik, Pierre Borgnat, Patrice Abry, Alfredo Nantes, Ashish Bhaskar, Edward Chung
A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation. CoRR (2016)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum. J. Complex Networks 4 (4) (2016)
Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst
Accelerated spectral clustering using graph filtering of random signals. ICASSP (2016)
Nicolas Tremblay, Pierre Borgnat
Joint filtering of graph and graph-signals. ACSSC (2015)
Stéphane G. Roux, Nicolas Tremblay, Pierre Borgnat, Patrice Abry, Herwig Wendt, Paul Messier
Multiscale anisotropic texture unsupervised clustering for photographic paper. WIFS (2015)
Romain Fontugne, Patrice Abry, Kensuke Fukuda, Pierre Borgnat, Johan Mazel, Herwig Wendt, Darryl Veitch
Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic. ICASSP (2015)
Nicolas Tremblay, Gilles Puy, Pierre Borgnat, Rémi Gribonval, Pierre Vandergheynst
Accelerated Spectral Clustering Using Graph Filtering Of Random Signals. CoRR (2015)
Pierre Borgnat, Paulo Gonçalves, Nicolas Tremblay, Nathanael Willaime-Angonin
Community mining with graph filters for correlation matrices. ACSSC (2015)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Duality between Temporal Networks and Signals: Extraction of the Temporal Network Structures. CoRR (2015)
Gabriel Michau, Pierre Borgnat, Nelly Pustelnik, Patrice Abry, Alfredo Nantes, Edward Chung
Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts. ICASSP (2015)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
From graphs to signals and back: Identification of network structures using spectral analysis. CoRR (2015)
Patrick Flandrin, Nelly Pustelnik, Pierre Borgnat
On Wigner-based sparse time-frequency distributions. CAMSAP (2015)
Nicolas Tremblay, Pierre Borgnat
Subgraph-based filterbanks for graph signals. CoRR (2015)
Patrice Abry, Stéphane G. Roux, Herwig Wendt, Paul Messier, Andrew G. Klein, Nicolas Tremblay, Pierre Borgnat, Stéphane Jaffard, Beatrice Vedel, Jim Coddington, Lee Ann Daffner
Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms. IEEE Signal Process. Mag. 32 (4) (2015)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Heuristic for solving cyclic bandwidth sum problem by following the structure of the graph. CoRR (2014)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Nonnegative matrix factorization to find features in temporal networks. ICASSP (2014)
Hirochika Asai, Kensuke Fukuda, Patrice Abry, Pierre Borgnat, Hiroshi Esaki
Network application profiling with traffic causality graphs. Int. J. Netw. Manag. 24 (4) (2014)
Jeremy Schmitt, Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin, Laurent Condat
2D Prony-Huang Transform: A New Tool for 2D Spectral Analysis. IEEE Trans. Image Process. 23 (12) (2014)
Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin
Empirical mode decomposition revisited by multicomponent non-smooth convex optimization. Signal Process. 102 (2014)
Nicolas Tremblay, Pierre Borgnat
Graph Wavelets for Multiscale Community Mining. IEEE Trans. Signal Process. 62 (20) (2014)
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution. ICASSP (2014)
Nicolas Tremblay, Pierre Borgnat, Patrick Flandrin
Graph Empirical Mode Decomposition. EUSIPCO (2014)
Jeremy Schmitt, Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin
2D Hilbert-Huang Transform. ICASSP (2014)
Romain Fontugne, Nicolas Tremblay, Pierre Borgnat, Patrick Flandrin, Hiroshi Esaki
Mining anomalous electricity consumption using Ensemble Empirical Mode Decomposition. ICASSP (2013)
Romain Fontugne, Jorge Ortiz, Nicolas Tremblay, Pierre Borgnat, Patrick Flandrin, Kensuke Fukuda, David E. Culler, Hiroshi Esaki
Strip, bind, and search: a method for identifying abnormal energy consumption in buildings. IPSN (2013)
Azadeh Moghtaderi, Patrick Flandrin, Pierre Borgnat
Trend filtering via empirical mode decompositions. Comput. Stat. Data Anal. 58 (2013)
Yosuke Himura, Kensuke Fukuda, Kenjiro Cho, Pierre Borgnat, Patrice Abry, Hiroshi Esaki
Synoptic Graphlet: Bridging the Gap Between Supervised and Unsupervised Profiling of Host-Level Network Traffic. IEEE/ACM Trans. Netw. 21 (4) (2013)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Networks as signals, with an application to a bike sharing system. GlobalSIP (2013)
Nicolas Tremblay, Pierre Borgnat
Multiscale community mining in networks using spectral graph wavelets. EUSIPCO (2013)
Patrice Abry, Stéphane G. Roux, Václav Chudácek, Pierre Borgnat, Paulo Gonçalves, Muriel Doret
Hurst exponent and intrapartum fetal heart rate: Impact of decelerations. CBMS (2013)
Nicolas Tremblay, Pierre Borgnat
Multiscale community mining in networks using the graph wavelet transform of random vectors. GlobalSIP (2013)
Nicoletta Saulig, Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin, Victor Sucic
Instantaneous counting of components in nonstationary signals. EUSIPCO (2013)
Nicolas Tremblay, Pierre Borgnat
Multiscale Community Mining in Networks Using Spectral Graph Wavelets CoRR (2012)
Nicolas Tremblay, Alain Barrat, Cary Forest, Mark Nornberg, Jean-François Pinton, Pierre Borgnat
Bootstrapping under constraint for the assessment of group behavior in human contact networks CoRR (2012)
Douglas David Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat
A modified time-frequency method for testing wide-sense stationarity. ICASSP (2012)
Azadeh Moghtaderi, Pierre Borgnat, Patrick Flandrin
Gap-filling by the empirical mode decomposition. ICASSP (2012)
Nelly Pustelnik, Pierre Borgnat, Patrick Flandrin
A multicomponent proximal algorithm for Empirical Mode Decomposition. EUSIPCO (2012)
Pierre Borgnat, Patrice Abry, Patrick Flandrin
Using surrogates and optimal transport for synthesis of stationary multivariate series with prescribed covariance function and non-gaussian joint-distribution. ICASSP (2012)
Patrick Flandrin, Cédric Richard, Pierre-Olivier Amblard, Pierre Borgnat, Paul Honeine, Hassan Amoud, André Ferrari, Jun Xiao, Azadeh Moghtaderi, Pepa Ramírez-Cobo
Stationnarité relative et approches connexes. Traitement du Signal 28 (6) (2011)
Azadeh Moghtaderi, Pierre Borgnat, Patrick Flandrin
and Hodrick-Prescott. Adv. Data Sci. Adapt. Anal. 3 (1-2) (2011)
Pierre Borgnat, Patrice Abry, Patrick Flandrin, Céline Robardet, Jean-Baptiste Rouquier, Eric Fleury
Shared Bicycles in a City: a Signal Processing and Data Analysis Perspective. Adv. Complex Syst. 14 (3) (2011)
Pierre Borgnat, Patrick Flandrin, André Ferrari, Cédric Richard
Transitional surrogates. ICASSP (2011)
Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, Pascale Vicat-Primet
Investigating Self-Similarity and Heavy-Tailed Distributions on a Large-Scale Experimental Facility. IEEE/ACM Trans. Netw. 18 (4) (2010)
Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda
Uncovering Relations between Traffic Classifiers and Anomaly Detectors via Graph Theory. TMA (2010)
Johan Sandberg, Maria Hansson-Sandsten, Tomi Kinnunen, Rahim Saeidi, Patrick Flandrin, Pierre Borgnat
Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification. IEEE Signal Process. Lett. 17 (4) (2010)
Ming Li, Pierre Borgnat
Foreword to the special issue on traffic modeling, its computations and applications. Telecommun. Syst. 43 (3-4) (2010)
Azadeh Moghtaderi, Patrick Flandrin, Pierre Borgnat
Time-varying spectrum estimation of uniformly modulated processes by means of surrogate data and empirical mode decomposition. ICASSP (2010)
Cédric Richard, André Ferrari, Hassan Amoud, Paul Honeine, Patrick Flandrin, Pierre Borgnat
Statistical hypothesis testing with time-frequency surrogates to check signal stationarity. ICASSP (2010)
Patrice Abry, Pierre Borgnat, Fabio Ricciato, Antoine Scherrer, Darryl Veitch
Revisiting an old friend: on the observability of the relation between long range dependence and heavy tail. Telecommun. Syst. 43 (3-4) (2010)
Pierre Borgnat, Patrick Flandrin, Paul Honeine, Cédric Richard, Jun Xiao
Testing stationarity with surrogates: a time-frequency approach. IEEE Trans. Signal Process. 58 (7) (2010)
Romain Fontugne, Pierre Borgnat, Patrice Abry, Kensuke Fukuda
MAWILab: combining diverse anomaly detectors for automated anomaly labeling and performance benchmarking. CoNEXT (2010)
Guillaume Dewaele, Yosuke Himura, Pierre Borgnat, Kensuke Fukuda, Patrice Abry, Olivier J. J. Michel, Romain Fontugne, Kenjiro Cho, Hiroshi Esaki
Unsupervised host behavior classification from connection patterns. Int. J. Netw. Manag. 20 (5) (2010)
Patrick Flandrin, Pierre Borgnat
Time-frequency energy distributions meet compressed sensing. IEEE Trans. Signal Process. 58 (6) (2010)
Pierre Borgnat, Guillaume Dewaele, Kensuke Fukuda, Patrice Abry, Kenjiro Cho
Seven Years and One Day: Sketching the Evolution of Internet Traffic. INFOCOM (2009)
Patrice Abry, Pierre Borgnat, Kensuke Fukuda, Kenjiro Cho
Combining multiresolution and random projections for robust statistical analysis and anomaly detection. AINTEC (2009)
Fabio Ricciato, Angelo Coluccia, Alessandro D'Alconzo, Darryl Veitch, Pierre Borgnat, Patrice Abry
On the Role of Flows and Sessions in Internet Traffic Modeling: An Explorative Toy-Model. GLOBECOM (2009)
Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Céline Robardet
Characteristics of the Dynamic of Mobile Networks. BIONETICS (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pierre Borgnat