Pierre Borgnat

162
Documents

Publications

Publications

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A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches

Myriam Bontonou , Anaïs Haget , Maria Boulougouri , Benjamin Audit , Pierre Borgnat et al.

Bioinformatics Advances, 2025, 5 (1), pp.vbae199. ⟨10.1093/bioadv/vbae199⟩

Article dans une revue hal-04731873v2
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Longitudinal Modularity, a Modularity for Link Streams

Victor Brabant , Yasaman Asgari , Pierre Borgnat , Angela Bonifati , Remy Cazabet

EPJ Data Science, 2025, 14 (1), pp.12. ⟨10.1140/epjds/s13688-025-00529-x⟩

Article dans une revue hal-04731945v2
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Detecting global financial crises with scarce data by multivariate nonlinear filtering

Cécile Bastidon , Antoine Parent , Patrice Abry , Pierre Borgnat , Pablo Jensen et al.

Journal of Physics: Complexity, 2025, 6 (3), pp.035003. ⟨10.1088/2632-072X/ade948⟩

Article dans une revue hal-05234050v1
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PASCO (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms

Etienne Lasalle , Rémi Vaudaine , Titouan Vayer , Pierre Borgnat , Rémi Gribonval et al.

Machine Learning, 2025, 114, pp.212. ⟨10.1007/s10994-025-06837-7⟩

Article dans une revue hal-04837207v2
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Temporal network compression via network hashing

Rémi Vaudaine , Pierre Borgnat , Paulo Gonçalves , Rémi Gribonval , Márton Karsai

Applied Network Science, 2024, 9 (1), pp.3. ⟨10.1007/s10618-020-00683-y⟩

Article dans une revue hal-04228037v1
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Harmonic analysis on directed graphs and applications: From Fourier analysis to wavelets

Harry Sevi , Gabriel Rilling , Pierre Borgnat

Applied and Computational Harmonic Analysis, 2023, 62, pp.390-440. ⟨10.1016/j.acha.2022.10.003⟩

Article dans une revue hal-03858081v2
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Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data

George Miloshevich , Bastien Cozian , Patrice Abry , Pierre Borgnat , Freddy Bouchet

Physical Review Fluids, 2023, 8 (4), pp.040501. ⟨10.1103/PhysRevFluids.8.040501⟩

Article dans une revue hal-04124796v3
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Deep Learning-Based Extreme Heatwave Forecast

Valérian Jacques-Dumas , Francesco Ragone , Pierre Borgnat , Patrice Abry , Freddy Bouchet

Frontiers in Climate, 2022, 4, pp.789641. ⟨10.3389/fclim.2022.789641⟩

Article dans une revue hal-03858046v1
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The Contours of a Cliophysics. How Can Econophysics Enrich Cliometrics? Case Studies in Debt Issues and Global Capital Markets

Patrice Abry , Cécile Bastidon , Pierre Borgnat , Pablo Jensen , Antoine Parent

Frontiers in Physics, 2022, 10, ⟨10.3389/fphy.2022.894400⟩

Article dans une revue hal-03858040v1
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A multiscale time-Laplace method to extract relaxation times from non-stationary dynamic light scattering signals

François. Liénard , Éric. Freyssingeas , Pierre. Borgnat

The Journal of Chemical Physics, 2022, 156 (22), pp.224901. ⟨10.1063/5.0088005⟩

Article dans une revue hal-03858130v1
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Variational graph autoencoders for multiview canonical correlation analysis

Yacouba Kaloga , Pierre Borgnat , Sundeep Prabhakar Chepuri , Patrice Abry , Amaury Habrard

Signal Processing, 2021, 188, pp.108182. ⟨10.1016/j.sigpro.2021.108182⟩

Article dans une revue hal-03436007v1
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Who benefits most from Lyon’s bike sharing system?

Jordan Cambe , Patrice Abry , Julien Barnier , Pierre Borgnat , Marie Vogel et al.

PLoS ONE, 2020, 15 (4), ⟨10.1371/journal.pone.0231550⟩

Article dans une revue hal-03432169v1
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Spatial and temporal regularization to estimate COVID-19 reproduction number R(t): Promoting piecewise smoothness via convex optimization

Patrice Abry , Nelly Pustelnik , Stéphane G. Roux , Pablo Jensen , Patrick Flandrin et al.

PLoS ONE, 2020, 15 (8), pp.e0237901. ⟨10.1371/journal.pone.0237901⟩

Article dans une revue hal-02921836v1
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Semi-automatic extraction of functional dynamic networks describing patient's epileptic seizures

Gaëtan Frusque , Pierre Borgnat , Paulo Gonçalves , Julien Jung

Frontiers in Neurology, 2020, 11, ⟨10.3389/fneur.2020.579725⟩

Article dans une revue hal-02935666v2
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Graph-based era segmentation of international financial integration

Cécile Bastidon , Antoine Parent , Pablo Jensen , Patrice Abry , Pierre Borgnat

Physica A: Statistical Mechanics and its Applications, 2020, 539, pp.122877. ⟨10.1016/j.physa.2019.122877⟩

Article dans une revue hal-02349157v1
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Multiplex network inference with sparse tensor decomposition for functional connectivity

Gaetan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

IEEE Transactions on Signal and Information Processing over Networks, 2020, 6, pp.316 - 328. ⟨10.1109/TSIPN.2020.2984853⟩

Article dans une revue hal-02531459v1
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Hierarchical and Unsupervised Graph Representation Learning with Loukas’s Coarsening

Louis Béthune , Yacouba Kaloga , Pierre Borgnat , Aurélien Garivier , Amaury Habrard

Algorithms, 2020, 13 (9), pp.206. ⟨10.3390/a13090206⟩

Article dans une revue hal-02955666v1
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Learning Combination of Graph Filters for Graph Signal Modeling

Fei Hua , Cédric Richard , Chen Jie , Haiyan Wang , Pierre Borgnat et al.

IEEE Signal Processing Letters, 2019, 26 (12), pp.1912-1916. ⟨10.1109/lsp.2019.2954981⟩

Article dans une revue hal-02367868v1
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An Improved Stationarity Test Based on Surrogates

Douglas Baptista de Souza , Jocelyn Chanussot , Anne-Catherine Favre , Pierre Borgnat

IEEE Signal Processing Letters, 2019, 26 (10), pp.1431-1435. ⟨10.1109/LSP.2019.2931150⟩

Article dans une revue hal-02307460v1
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Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs

Benjamin Ricaud , Pierre Borgnat , Nicolas Tremblay , Paulo Gonçalves , Pierre Vandergheynst

Comptes Rendus. Physique, 2019, 20 (5), pp.474-488. ⟨10.1016/j.crhy.2019.08.003⟩

Article dans une revue hal-02304584v1

A nonparametric test for slowly-varying nonstationarities

Douglas Baptista de Souza , Jocelyn Chanussot , Anne-Catherine Favre , Pierre Borgnat

Signal Processing, 2018, 143, pp.241-252. ⟨10.1016/j.sigpro.2017.08.026⟩

Article dans une revue hal-01961401v1
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Scaling in Internet Traffic: a 14 year and 3 day longitudinal study, with multiscale analyses and random projections

Romain Fontugne , Patrice Abry , Akira Fukuda , Darryl Veitch , Kenjiro Cho et al.

IEEE/ACM Transactions on Networking, 2017, 25 (4), pp.2152-2165. ⟨10.1109/TNET.2017.2675450⟩

Article dans une revue hal-01914103v1
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Multi-scale structural community organisation of the human genome

Rasha E. Boulos , Nicolas Tremblay , Alain Arneodo , Pierre Borgnat , Benjamin Audit

BMC Bioinformatics, 2017, 18 (1), pp.209. ⟨10.1186/s12859-017-1616-x⟩

Article dans une revue hal-01507455v1
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The Sliding Singular Spectrum Analysis: a Data-Driven Non-Stationary Signal Decomposition Tool

Jinane Harmouche , Dominique Fourer , François Auger , Pierre Borgnat , Patrick Flandrin

IEEE Transactions on Signal Processing, 2017, ⟨10.1109/TSP.2017.2752720⟩

Article dans une revue hal-01589464v1
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Tracking the Evolution of Temporal Patterns of Usage in Bicycle-Sharing Systems Using Nonnegative Matrix Factorization on Multiple Sliding Windows

Rémy Cazabet , Pablo Jensen , Pierre Borgnat

International Journal of Urban Sciences, 2017, ⟨10.1080/12265934.2017.1336468⟩

Article dans une revue hal-01667427v1

Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

Journal of Complex Networks, 2016, 4 (4), pp. 534-560. ⟨10.1093/comnet/cnw006⟩

Article dans une revue ensl-01556074v1
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Extraction of Temporal Network Structures from Graph-based Signals

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

IEEE Transactions on Signal and Information Processing over Networks, 2016, 2 (2), pp.215-226. ⟨10.1109/TSIPN.2016.2530562⟩

Article dans une revue hal-01330184v1
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A Kalman filter adapted to the estimation of mean gradients in the large-eddy simulation of unsteady turbulent flows

Jérôme Boudet , Emmanuel Lévêque , Pierre Borgnat , Adrien Cahuzac , Marc C. Jacob

Computers and Fluids, 2016, 127, pp.65-77. ⟨10.1016/j.compfluid.2015.12.006⟩

Article dans une revue hal-01393342v1
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Subgraph-based filterbanks for graph signals

Nicolas Tremblay , Pierre Borgnat

IEEE Transactions on Signal Processing, 2016, 64, pp.3827-3840. ⟨10.1109/tsp.2016.2544747⟩

Article dans une revue hal-01243889v1
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Sensitivity of predictions in an effective model: Application to the chiral critical end point position in the Nambu-Jona-Lasinio model

A. Biguet , H. Hansen , P. Costa , Pierre Borgnat , T. Brugière

The European physical journal. A, Hadrons and Nuclei, 2015, 51 (9), pp.121. ⟨10.1140/epja/i2015-15121-1⟩

Article dans une revue in2p3-01060579v1
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Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms

Patrice Abry , Stéphane Roux , Herwig Wendt , Paul Messier , Andrew Klein et al.

IEEE Signal Processing Magazine, 2015, 32 (4), pp.18-27. ⟨10.1109/MSP.2015.2402056⟩

Article dans une revue hal-01514632v1

From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset

Marie Vogel , Ronan Hamon , Guillaume Lozenguez , Luc Merchez , Patrice Abry et al.

Journal of Transport Geography, 2014, 41, pp.280-291. ⟨10.1016/j.jtrangeo.2014.07.005⟩

Article dans une revue hal-01313177v1
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2D Prony-Huang Transform: A New Tool for 2D Spectral Analysis

Jérémy Schmitt , Nelly Pustelnik , Pierre Borgnat , Patrick Flandrin , Laurent Condat

IEEE Transactions on Image Processing, 2014, 23 (12), pp.5233-5248. ⟨10.1109/TIP.2014.2363000⟩

Article dans une revue hal-01120537v1

Bootstrapping under constraint for the assessment of group behavior in human contact networks

Nicolas Tremblay , Alain Barrat , Cary Forest , Mark Nornberg , Jean-François Pinton et al.

Physical Review E : Statistical, Nonlinear, and Soft Matter Physics [2001-2015], 2013, 88, pp.052812. ⟨10.1103/PhysRevE.88.052812⟩

Article dans une revue hal-00909617v1
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Stationnarité relative et approches connexes

Patrick Flandrin , Cédric Richard , Pierre-Olivier Amblard , Pierre Borgnat , Hassan Amoud et al.

Traitement du Signal, 2011, 28 (6), pp.691 - 716. ⟨10.3166/ts.28.691-716⟩

Article dans une revue hal-01965583v1
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Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective

Pierre Borgnat , Céline Robardet , Jean-Baptiste Rouquier , Patrice Abry , Eric Fleury et al.

Advances in Complex Systems (ACS), 2011, 14 (3), pp.415-438. ⟨10.1142/S0219525911002950⟩

Article dans une revue ensl-00490325v3
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Unsupervised host behavior classification from connection patterns

Guillaume Dewaele , Yosuke Himura , Pierre Borgnat , Kensuke Fukuda , Patrice Abry et al.

International Journal of Network Management, 2010, 20 (5), pp.317-337

Article dans une revue ensl-00488248v2
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Time-Frequency Energy Distributions Meet Compressed Sensing

Patrick Flandrin , Pierre Borgnat

IEEE Transactions on Signal Processing, 2010, 58 (6), pp.2974-2982. ⟨10.1109/TSP.2010.2044839⟩

Article dans une revue ensl-00475930v1
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Smoothing algorithms for mean-flow extraction in large-eddy simulation of complex turbulent flows

Adrien Cahuzac , Jérôme Boudet , Pierre Borgnat , Emmanuel Lévêque

Physics of Fluids, 2010, 22, pp.125104. ⟨10.1063/1.3490063⟩

Article dans une revue hal-00566009v1
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Testing Stationarity with Surrogates: A Time-Frequency Approach

Pierre Borgnat , Patrick Flandrin , Paul Honeine , Cédric Richard , Jun Xiao

IEEE Transactions on Signal Processing, 2010, 3459-3470, pp.3459-3470. ⟨10.1109/TSP.2010.2043971⟩

Article dans une revue ensl-00475929v1
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Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification

Johan Sandberg , Maria Hansson-Sandsten , Tomi Kinnunen, , Rahim Saeidi , Patrick Flandrin et al.

IEEE Signal Processing Letters, 2010, 17 (4), pp.343-346. ⟨10.1109/LSP.2010.2040228⟩

Article dans une revue ensl-00475928v1
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Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility

Loiseau Patrick , Paulo Gonçalves , Guillaume Dewaele , Pierre Borgnat , Patrice Abry et al.

IEEE/ACM Transactions on Networking, 2010, 99, pp.1. ⟨10.1109/TNET.2010.2042726⟩

Article dans une revue ensl-00475902v1
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Revisiting an old friend: On the observability of the relation between Long Range Dependence and Heavy Tail

Patrice Abry , Pierre Borgnat , Fabio Ricciato , Antoine Scherrer , Darryl Veitch

Telecommunication Systems, 2009, 43 (3-4), pp.147-165. ⟨10.1007/s11235-009-9205-6⟩

Article dans une revue istex ensl-00338215v1
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Stationarization via Surrogates

Pierre Borgnat , Patrick Flandrin

Journal of Statistical Mechanics: Theory and Experiment, 2009, 2009-01, pp.P01001. ⟨10.1088/1742-5468/2009/01/P01001⟩

Article dans une revue istex ensl-00338219v1
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Description and simulation of dynamic mobility networks

Antoine Scherrer , Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet

Computer Networks, 2008, 52 (15), pp.2842-2858. ⟨10.1016/j.comnet.2008.06.007⟩

Article dans une revue inria-00327254v1
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Une Caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies

Pierre Borgnat , Patrice Abry , Guillaume Dewaele , Antoine Scherrer , Nicolas Larrieu et al.

Annals of Telecommunications - annales des télécommunications, 2007, 62 (11-12), pp.1401-1428

Article dans une revue ensl-00290745v1
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Non-Gaussian and Long Memory Statistical Characterisations for Internet Traffic with Anomalies

Antoine Scherrer , Nicolas Larrieu , Philippe Owezarski , Pierre Borgnat , Patrice Abry

IEEE Transactions on Dependable and Secure Computing, 2007, 4 (1), pp.56-70

Article dans une revue ensl-00175477v1

Non Gaussian and long memory statistical characterizations for Internet traffic with anomalies

Antoine Scherrer , Nicolas Larrieu , Philippe Owezarski , Pierre Borgnat , Patrice Abry

IEEE Transactions on Dependable and Secure Computing, 2007, 4 (1), pp.56-70. ⟨10.1109/TDSC.2007.12⟩

Article dans une revue hal-00685248v1
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Stochastic invariances and Lamperti transformations for Stochastic Processes

Pierre Borgnat , Pierre-Olivier Amblard , Patrick Flandrin

Journal of Physics A: Mathematical and Theoretical, 2005, 38, pp.2081-2101

Article dans une revue ensl-00175960v1
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On the Chirp Decomposition of Weierstrass-Mandelbrot Functions, and their Time-Frequency Interpretation

Pierre Borgnat , Patrick Flandrin

Applied and Computational Harmonic Analysis, 2003, 15, pp.134-146

Article dans une revue ensl-00175961v1
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Stochastic Discrete Scale Invariance

Pierre Borgnat , Patrick Flandrin , Pierre-Olivier Amblard

IEEE Signal Processing Letters, 2002, 9 (6), pp.181-184

Article dans une revue ensl-00175962v1
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Spatial contrastive pre-training of transformer encoders for seeg-based seizure onset zone detection

Zacharie Rodière , Pierre Borgnat , Paulo Gonçalves , Julien Jung

GSP 2025 - Workshop on Graph Signal Processing, May 2025, Montréal (Québec), Canada. pp.1-3

Communication dans un congrès hal-05364300v1
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Coarsened Spectral Clustering

Pierre Borgnat , Rémi Vaudaine , Etienne Lassale , Paulo Gonçalves , Rémi Gribonval et al.

NetSci 2024, Jun 2024, Québec (CA), Canada

Communication dans un congrès hal-04732048v1
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Learning smooth graphs with sparse temporal variations to explore long-term financial trends

Cécile Bastidon , Myriam Bontonou , Pierre Borgnat , Pablo Jensen , Patrice Abry et al.

32st European Signal Processing Conference (EUSIPCO), EURASIP, Aug 2024, Lyon, France

Communication dans un congrès hal-04731912v1
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Clustering with Simplicial Complexes

Thummaluru Siddartha Reddy , Sundeep Prabhakar Chepuri , Pierre. Borgnat

EUSIPCO 2023, 31st European Signal Processing Conference, EURASIP, European Association for Signal Processing, Sep 2023, Helsinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289740⟩

Communication dans un congrès hal-04227080v1
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Mosaic benchmark networks: Modular link streams for testing dynamic community detection algorithms

Yasaman Asgari , Rémy Cazabet , Pierre Borgnat

Complex Networks And Applications 2023, Nov 2023, Menton, France. ⟨10.48550/arXiv.2310.02840⟩

Communication dans un congrès hal-04236873v1
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Expliquer la classification d'expression de gènes par la méthode des gradients intégrés

Myriam Bontonou , Jean-Michel Arbona , Benjamin Audit , Pierre. Borgnat

GRETSI, 29e Colloque sur le traitement du signal et des images, GRETSI, Aug 2023, Grenoble, France. pp.1233-1236

Communication dans un congrès hal-04226971v1
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Un algorithme matriciel pour le calcul des composantes connectées d'un réseau complexe temporel

Rémi Vaudaine , Pierre. Borgnat , Paulo Gonçalves , Rémi Gribonval , Marton Karsai

29e Colloque GRETSI sur le traitement du signal et des image, GRETSI, Aug 2023, Grenoble, France. pp.1181-118

Communication dans un congrès hal-04227004v1
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A Simple Way to Learn Metrics Between Attributed Graphs

Yacouba Kaloga , Pierre. Borgnat , Amaury Habrard

Proceedings of the First Learning on Graphs Conference (LoG 2022),, Dec 2022, Virtual Event (Republic of Korea), France

Communication dans un congrès hal-04227049v1

Detecting global financial crises over history: A multivariate nonlinear denoising strategy

Cécile Bastidon , Patrice Abry , Pierre Borgnat , Pablo Jensen , Antoine Parent et al.

World Economic History Conference Paris, Jul 2022, Paris, France

Communication dans un congrès hal-04926362v1
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Transformée de Laplace Inverse multi-échelle pour l'analyse de signaux non stationnaires de Diffusion Dynamique de la Lumière

François. Liénard , Éric. Freyssingeas , Pierre Borgnat

Colloque GRETSI - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-03858162v1
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Fast Multiscale Diffusion on Graphs

Sibylle Marcotte , Amélie Barbe , Rémi Gribonval , Titouan Vayer , Marc Sebban et al.

ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9746802⟩

Communication dans un congrès hal-03212764v2
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Problème inverse pour la localisation de tags RFID situés en zones immergées

Benjamin Tibi , Nelly Pustelnik , Pierre Borgnat , Mathieu Cassel , Hervé Piégay

GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France

Communication dans un congrès hal-03858189v1
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Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation

Amélie Barbe , Paulo Gonçalves , Marc Sebban , Pierre Borgnat , Rémi Gribonval et al.

ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual conference, France. pp.1-8, ⟨10.1109/ICTAI52525.2021.00125⟩

Communication dans un congrès hal-03353622v1
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Multiview Variational Graph Autoencoders for Canonical Correlation Analysis

Yacouba Kaloga , Pierre Borgnat , Sundeep Prabhakar Chepuri , Patrice Abry , Amaury Habrard

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.5320-5324, ⟨10.1109/ICASSP39728.2021.9414466⟩

Communication dans un congrès hal-03435998v1
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Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation

Gaetan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

ICASSP 2020 - IEEE International Conference on Acoustic Speech and Signal Processing, May 2020, Barcelona, Spain. pp.1-5, ⟨10.1109/ICASSP40776.2020.9054566⟩

Communication dans un congrès hal-02459821v1
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Graph Diffusion Wasserstein Distances

Amélie Barbe , Marc Sebban , Paulo Gonçalves , Pierre Borgnat , Rémi Gribonval

ECML PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Ghent, Belgium. pp.1-16, ⟨10.1007/978-3-030-67661-2_34⟩

Communication dans un congrès hal-02795056v1
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Temporarily Activated Patterns for Multi-trial Functional Connectivity Data

Gaëtan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

ASPAI (2nd International Conference on Advances in Signal Processing and Artificial Intelligence), Nov 2020, Berlin, Germany

Communication dans un congrès hal-04926439v1

Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur

Amélie Barbe , Marc Sebban , Paulo Gonçalves , Pierre Borgnat , Rémi Gribonval

CAP 2020 - Conférence sur l'Apprentissage Automatique, Nov 2020, Vannes, France

Communication dans un congrès hal-02794961v1

Extraction of functional dynamic networks describing patient's epileptic seizures

Gaëtan Frusque , Pierre Borgnat , Paulo Gonçalves , Julien Jung

CCS 2020 - Conference on Complex Systems, Dec 2020, Palma de Majorque, Spain. pp.1

Communication dans un congrès hal-02997377v1
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COVID-19 Reproduction Number Estimation: Spatial and Temporal in Convex Optimization to Promote Piecewise Smoothness

Patrice Abry , Nelly Pustelnik , Stéphane Roux , Pablo Jensen , Patrick Flandrin et al.

CCS 2020 - Conference on Complex Systems, Dec 2020, online, Greece. pp.1

Communication dans un congrès hal-03435991v1
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Segmentation de corrélations par débruitage pour explorer l'intégration financière internationale

Pierre Borgnat , Cécile Bastidon , Pablo Jensen , Patrice Abry , Antoine Parent

GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France

Communication dans un congrès hal-02399351v1
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Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec Attributs

Dominique Barbe , Pierre Borgnat , Paulo Gonçalves , Marc Sebban

GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4

Communication dans un congrès hal-02154883v1
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Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelle

Gaëtan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4

Communication dans un congrès hal-02154888v1
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Sparse tensor dimensionality reduction with application to clustering of functional connectivity

Gaëtan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

Wavelets and Sparsity XVIII, Aug 2019, San Diego, United States. pp.22, ⟨10.1117/12.2529595⟩

Communication dans un congrès hal-02399385v1
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Wavelet-based graph inference using multiple testing

Sophie Achard , Pierre Borgnat , Irène Gannaz , Marine Roux

SPIE Optical Engineering + Applications, Wavelets and Sparsity XVIII, Aug 2019, San Diego, Californie, United States. ⟨10.1117/12.2529193⟩

Communication dans un congrès hal-02399391v1
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Multidimensional analytic signal with application on graphs

Mikhail Tsitsvero , Pierre Borgnat , Paulo Gonçalves

SSP 2018 - IEEE Workshop on Statistical Signal Processing, IEEE, Jun 2018, Freiburg, Germany. pp.1-5

Communication dans un congrès hal-01878753v1
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MODELING SIGNALS OVER DIRECTED GRAPHS THROUGH FILTERING

Harry Sevi , Gabriel Rilling , Pierre Borgnat

2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Nov 2018, Anaheim, United States. pp.718-722, ⟨10.1109/GlobalSIP.2018.8646534⟩

Communication dans un congrès hal-02399335v1
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Multiresolution analysis of functions on directed networks

Harry Sevi , Gabriel Rilling , Pierre Borgnat

Wavelets and Sparsity XVII, Aug 2017, San diego, United States. pp.103941Q, ⟨10.1117/12.2274341⟩

Communication dans un congrès cea-01809220v1
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Using Degree Constrained Gravity Null-Models to understand the structure of journeys' networks in Bicycle Sharing Systems

Rémy Cazabet , Pierre Borgnat , Pablo Jensen

ESANN 2017 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium

Communication dans un congrès hal-01500352v1
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Filtrage LMS sur Graphe Algorithme et Analyse

Roula Nassif , Cédric Richard , Jie Chen , Romain Couillet , Pierre Borgnat

26e Colloque GRETSI sur le Traitement du Signal et des Images, Sep 2017, Juan-les-Pins, France

Communication dans un congrès hal-03634465v1
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Enhancing Space-Aware Community Detection Using Degree Constrained Spatial Null Model

Rémy Cazabet , Pierre Borgnat , Pablo Jensen

CompleNet 2017 - 8th Conference on Complex Networks, Mar 2017, Dubrovnik, Croatia. pp.26118 - 55, ⟨10.1007/978-3-319-54241-6_4⟩

Communication dans un congrès hal-01500354v1

Processing, mining and visualizing massive urban data

Pierre Borgnat , Etienne Come , Latifa Oukhellou

ESANN2017, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. 10p

Communication dans un congrès hal-01570792v1
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Accelerated spectral clustering using graph filtering of random signals

Nicolas Tremblay , Gilles Puy , Pierre Borgnat , Rémi Gribonval , Pierre Vandergheynst

41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China

Communication dans un congrès hal-01243682v2
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Texture classification of photographic papers: improving spectral clustering using filterbanks on graphs

Nicolas Tremblay , Stéphane G. Roux , Pierre Borgnat , Patrice Abry , Herwig Wendt et al.

25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2015), Sep 2015, Lyon, France. pp. 1-4

Communication dans un congrès hal-01518069v1

Une ou deux composantes : la réponse de l'analyse spectrale singulière

Jinane Harmouche , Dominique Fourer , François Auger , Pierre Borgnat , Patrick Flandrin

GRETSI, Sep 2015, Lyon, France

Communication dans un congrès hal-02465305v1
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Random Projection and Multiscale Wavelet Leader Based Anomaly Detection and Address Identification in Internet Traffic

Romain Fontugne , Patrice Abry , Kentaro Fukuda , Pierre Borgnat , Johan Mazel et al.

40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp. 1-5

Communication dans un congrès hal-01511891v1
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Multiscale Anisotropic Texture Unsupervised Clustering for Photographic Paper

Stéphane G. Roux , Nicolas Tremblay , Pierre Borgnat , Patrice Abry , Herwig Wendt et al.

7th IEEE International Workshop on Information Forensics and Security (WIFS 2015), Nov 2015, Rome, Italy. pp. 1-6

Communication dans un congrès hal-01511889v1
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Community mining with graph filters for correlation matrices

Pierre Borgnat , Paulo Gonçalves , Nicolas Tremblay , Nathanaël Willaime-Angonin

Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Monterey (CA), United States

Communication dans un congrès hal-01245926v2
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Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'v

Ronan Hamon , Pierre Borgnat , Cédric Févotte , Patrick Flandrin , Céline Robardet

Colloque GRETSI 2015, Sep 2015, Lyon, France

Communication dans un congrès hal-01199256v1

A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution

Douglas Baptista de Souza , Jocelyn Chanussot , Anne-Catherine Favre , Pierre Borgnat

ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.320-324, ⟨10.1109/ICASSP.2014.6853610⟩

Communication dans un congrès hal-01128405v1
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Nonnegative matrix factorization to find features in temporal networks

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.SPTM-P4.1

Communication dans un congrès ensl-00989760v1

Data comparison using Gaussian Graphical Models

Aude Costard , Sophie Achard , Olivier J.J. Michel , Pierre Borgnat , Patrice Abry

ICSP 2014 - 12th IEEE International Conference on Signal Processing, Oct 2014, Hangzhou, China

Communication dans un congrès hal-01090202v1

Estimation bayésienne asymptotique de la structure d'un graphe initialisée par Graphical lasso

Aude Costard , Sophie Achard , Olivier J.J. Michel , Pierre Borgnat , Patrice Abry

GRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.ID370

Communication dans un congrès hal-00881502v1
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Transformation de graphes dynamiques en signaux non stationnaires

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

Colloque GRETSI 2013, Sep 2013, Brest, France. pp.251

Communication dans un congrès ensl-00875085v1
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Tracking of a dynamic graph using a signal theory approach : application to the study of a bike sharing system

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

ECCS'13, Sep 2013, Barcelone, Spain. pp.101

Communication dans un congrès ensl-00875089v1
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Networks as Signals, with an Application to Bike Sharing System

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

GlobalSIP 2013, Dec 2013, Austin, United States. pp.IPN.PB.8

Communication dans un congrès ensl-00875187v1

Hurst Exponent IntraPartum Fetal Heart Rate: Impact of Decelerations

Patrice Abry , Stéphane Roux , Vaclav Chudáček , Pierre Borgnat , Paulo Gonçalves et al.

CBMS 2013 - IEEE 26th International Symposium on Computer-Based Medical Systems, Jun 2013, Porto (Portugal), Portugal. pp.131-136, ⟨10.1109/CBMS.2013.6627777⟩

Communication dans un congrès hal-00924133v1
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A Multicomponent proximal algorithm for Empirical Mode Decomposition

Nelly Pustelnik , Pierre Borgnat , Patrick Flandrin

European Signal Processing Conference (EUSIPCO), Aug 2012, Bucharest, Romania. pp.x+5

Communication dans un congrès hal-00826824v1

A modified time-frequency method for testing wide-sense stationarity

Douglas Baptista de Souza , Jocelyn Chanussot , Anne-Catherine Favre , Pierre Borgnat

ICASSP 2012 - IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3409-3412, ⟨10.1109/ICASSP.2012.6288648⟩

Communication dans un congrès hal-00799735v1

Peut-on attraper les utilisateurs de Vélo'v au Lasso ?

Luc Merchez , G. Michau , Céline Robardet , Pablo Jensen , Patrice Abry et al.

XXIIe Colooque GRETSI. Traitement du Signal et des Images, GRETSI, 2011, Bordeaux, France

Communication dans un congrès halshs-01314675v1
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MAWILab : Combining Diverse Anomaly Detectors for Automated Anomaly Labeling and Performance Benchmarking

Romain Fontugne , Pierre Borgnat , Patrice Abry , Kensuke Fukuda

ACM CoNEXT 2010, Nov 2010, Philadelphia, United States

Communication dans un congrès ensl-00552071v1
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Time-Varying Spectrum Estimation of Uniformly Modulated Processes by Means of Surrogate Data and Empirical Mode Decomposition

Azadeh Moghtaderi , Patrick Flandrin , Pierre Borgnat

IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP-10, Mar 2010, Dallas, Texas, United States

Communication dans un congrès ensl-00476007v1

StaRAC : Stationnarité Relative et Approches Connexes

Patrick Flandrin , Pierre Borgnat , Azadeh Moghtaderi , Cédric Richard , Paul Honeiné et al.

Grand Colloque STIC 2010, Jan 2010, Paris, France

Communication dans un congrès hal-02967897v1
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Statistical hypothesis testing with time-frequency surrogates to check signal stationarity

Cédric Richard , André Ferrari , Hassan Amoud , Paul Honeine , Patrick Flandrin et al.

IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP-10, Mar 2010, Dallas, United States. pp.3666-3669, ⟨10.1109/ICASSP.2010.5495887⟩

Communication dans un congrès ensl-00476017v1
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Characteristics of the Dynamic of Mobile Networks

Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet

4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, Dec 2009, Avignon, France. pp.130-139, ⟨10.1007/978-3-642-12808-0_13⟩

Communication dans un congrès ensl-00475969v1
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Uncovering Relations Between Traffic Classifiers and Anomaly Detectors via Graph Theory

Romain Fontugne , Pierre Borgnat , Patrice Abry , Kensuke Fukuda

COST-TMA (Traffic Measurement & Analysis) Workshop 2010, Apr 2010, Zurich, Switzerland. pp.101-114

Communication dans un congrès ensl-00476021v1
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Modélisation statistique cyclique des locations de Vélo'v à Lyon

Pierre Borgnat , Patrice Abry , Patrick Flandrin

XXIIe Colloque GRETSI - Traitement du Signal et des Images 2009, GRETSI, Sep 2009, Dijon, France

Communication dans un congrès ensl-00420578v1
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Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle program

Pierre Borgnat , Eric Fleury , Céline Robardet , Antoine Scherrer

ECCS'09, Sep 2009, Warwick, United Kingdom

Communication dans un congrès ensl-00408150v1
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On the role of flows and sessions in Internet traffic modeling: an explorative toy-model

Fabio Ricciato , Angelo Coluccia , Alessandro d'Alconzo , Darryl Veitch , Pierre Borgnat et al.

IEEE GLOBECOM 2009, IEEE, Nov 2009, Honolulu, Hawaii, United States

Communication dans un congrès ensl-00476002v1
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Towards Systematic Traffic Annotation

Romain Fontugne , Pierre Borgnat , Patrice Abry , Kensuke Fukuda

CoNEXT'09 Student Workshop, Dec 2009, Roma, Italy

Communication dans un congrès ensl-00475933v1
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Sur la caractérisation de non-stationnarités par la méthode des substituts

Hassan Amoud , Cédric Richard , Paul Honeine , Patrick Flandrin , Pierre Borgnat

XXIIe Colloque GRETSI - Traitement du Signal et des Images 2009, GRETSI, Sep 2009, Dijon, France

Communication dans un congrès ensl-00420577v1

Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Efficient Data Aggregation

Elyes Ben Hamida , Hideya Ochiai , Hiroshi Esaki , Pierre Borgnat , Patrice Abry et al.

IEEE 3rd International Workshop on Practical Applications of Sensor Networking, Jul 2009, Seattle, United States

Communication dans un congrès inria-00398802v1
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Seven Years and One Day: Sketching the Evolution of Internet Traffic

Pierre Borgnat , Guillaume Dewaele , Kensuke Fukuda , Patrice Abry , Kenjiro Cho

Proceedings of the 28th IEEE INFOCOM 2009, Rio, Brazil. pp.711-719

Communication dans un congrès ensl-00290756v3
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Time-Frequency Learning Machines For NonStationarity Detection Using Surrogates

Hassan Amoud , Paul Honeine , Cédric Richard , Pierre Borgnat , Patrick Flandrin

SSP'09 (IEEE/SP 15th Workshop on Statistical Signal Processing 2009), IEEE/SP, Aug 2009, Cardiff, United Kingdom. pp.565-568, ⟨10.1109/SSP.2009.5278514⟩

Communication dans un congrès ensl-00420575v1
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Studying Lyon's Vélo'V: A Statistical Cyclic Model

Pierre Borgnat , Patrice Abry , Patrick Flandrin , Jean-Baptiste Rouquier

ECCS'09, University of Warwick, Sep 2009, Warwick, United Kingdom

Communication dans un congrès ensl-00408147v1

Live E! Sensor Network: Correlations in Time and Space

Elyes Ben Hamida , Pierre Borgnat , Hiroshi Esaki , Patrice Abry , Eric Fleury

XXIIe Colloque GRETSI - Traitement du Signal et des Images, Sep 2009, Dijon, France

Communication dans un congrès inria-00398800v1
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Towards practical large-eddy simulations of complex turbulent flows

Jérôme Boudet , Adrien Cahuzac , Pierre Borgnat , Emmanuel Lévêque , Federico Toschi

12th EUROMECH European Turbulence Conference, Sep 2009, Marburg, Germany

Communication dans un congrès ensl-00420589v1

A Methodology to Identify Characteristics of the Dynamic of Mobile Networks

Antoine Scherrer , Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Céline Robardet

ACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Nov 2008, Bangkok, Thailand

Communication dans un congrès inria-00397374v1
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Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in Internet Traffic

Florent Chatelain , Pierre Borgnat , Jean-Yves Tourneret , Patrice Abry

IEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-08, IEEE, Mar 2008, Las Vegas, United States

Communication dans un congrès ensl-00290724v1

Description and simulation of dynamic mobility networks

Eric Fleury , Antoine Scherrer , Pierre Borgnat , Jean-Loup Guillaume , Céline Robardet

Dynamics on and of Complex Networks – II, Sep 2008, Jerusalem, Israel

Communication dans un congrès inria-00397375v1

Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle

Patrick Loiseau , Paulo Gonçalves , Guillaume Dewaele , Pierre Borgnat , Patrice Abry et al.

9 ième Atelier en Evaluation de Performances, Jun 2008, Aussois, France

Communication dans un congrès inria-00570525v1
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Sparse time-frequency distributions of chirps from a compressed sensing perspective

Patrick Flandrin , Pierre Borgnat

8th IMA International Conference on Mathematics in Signal Processing, IMA, Dec 2008, Cirencester, United Kingdom

Communication dans un congrès ensl-00358777v1
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Time-Frequency Surrogates for Nonstationary Signal Analysis

Pierre Borgnat , Patrick Flandrin

8th IMA International Conference on Mathematics in Signal Processing, IMA, Cirencester, United Kingdom

Communication dans un congrès ensl-00338234v1
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Testing Stationarity with Time-Frequency Surrogates

Jun Xiao , Pierre Borgnat , Patrick Flandrin

15th European Signal Processing Conference EUSIPCO-2007, EURASIP, Sep 2007, Poznan, Poland

Communication dans un congrès ensl-00175965v1
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Extracting Hidden Anomalies using Sketch and Non Gaussian Multiresolution Statistical Detection Procedures

Guillaume Dewaele , Kensuke Fukuda , Pierre Borgnat , Patrice Abry , Kenjiro Cho

ACM SIGCOMM 2007 Workshop on Large-Scale Attack Defense (LSAD), Aug 2007, Kyoto, Japan

Communication dans un congrès ensl-00177654v1
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Identification d'anomalies statistiques dans le trafic internet par projections aléatoires multirésolutions

Pierre Borgnat , Guillaume Dewaele , Patrice Abry

21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007, Sep 2007, Troyes, France. pp.505-508

Communication dans un congrès ensl-00177644v1
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Testing Stationarity with Surrogates — A One-Class SVM Approach

Jun Xiao , Pierre Borgnat , Patrick Flandrin , Cédric Richard

2007 IEEE/SP 14th Statistical Signal Processing Workshop (SSP '07), IEEE/SP, Aug 2007, Madison, Wisconsin, United States. pp.720-724

Communication dans un congrès ensl-00175481v1
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Sur un test temps-fréquence de stationnarité

Jun Xiao , Pierre Borgnat , Patrick Flandrin

21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007, GRETSI & UTT, Sep 2007, Troyes, France. pp.957-960

Communication dans un congrès ensl-00175966v1
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Base de traces d'anomalies légitimes et illégitimes

Julien Aussibal , Pierre Borgnat , Yann Labit , Guillaume Dewaele , Nicolas Larrieu et al.

SAR-SSI 2007 - 2nd Conference on Security in Network Architectures and Information Systems, Jun 2007, Annecy, France. 16 p

Communication dans un congrès hal-00349423v1
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Sketch based Anomaly Detection, Identification and Performance Evaluation

Patrice Abry , Pierre Borgnat , Guillaume Dewaele

SAINT 2007 International Symposium on Applications and the Internet, Workshop on Internet Measurement Technology and its Applications to Building Next Generation Internet, IEEE-CS and IPSJ, Jan 2007, Hiroshima, Japan

Communication dans un congrès ensl-00175474v1
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Non Gaussian and Long Memory Statistical Modeling of Internet Traffic

Antoine Scherrer , Nicolas Larrieu , Pierre Borgnat , Philippe Owezarski , Patrice Abry

4th International Workshop on Internet Performance, Simulation, Monitoring and Measurement (IPS-MoMe) 2006, Salzburg Research, Salzburg University, IST MoMe cluster, ACM SIGSIM, IEEE Austria, Feb 2006, Salzburg, Austria. pp.176-185

Communication dans un congrès ensl-00175418v1
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Détection d'attaques de Dénis de Service par un modèle non gaussien multirésolution

Pierre Borgnat , Nicolas Larrieu , Philippe Owezarski , Patrice Abry , Julien Aussibal et al.

CFIP 2006 - 12ème Colloque Francophone sur l'Ingénierie des Protocoles, Eric Fleury and Farouk Kamoun, Oct 2006, Tozeur, Tunisie. pp.1-12

Communication dans un congrès inria-00111928v1
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On Sampling Methods for Linear Scale-Invariant Systems

Pierre Borgnat

IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP) 2006, IEEE Signal Processing Society, May 2006, Toulouse, France. pp.III-345 III-348

Communication dans un congrès ensl-00129551v1

D'etection d'attaques de "D'eni de Services" : ruptures dans les statistiques du trafic

Pierre Borgnat , Nicolas Larrieu , Patrice Abry , Philippe Owezarski

GRETSI 2005 : 20e colloque GRETSI sur le traitement du signal et des images, Sep 2005, Louvain-la-Neuve, Belgique. pp.323-326

Communication dans un congrès hal-00691916v1
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Détection d'attaques de « Déni de Services » : ruptures dans les statistiques du trafic

Pierre Borgnat , Nicolas Larrieu , Patrice Abry , Philippe Owezarski

20e Colloque sur le Traitement du Signal et des Images. GRETSI-2005, Association GRETSI, Sep 2005, Louvain-la-Neuve, Belgique

Communication dans un congrès ensl-00175963v1
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Stochastic discrete scale invariance: Renormalization group operators and Iterated Function Systems

Pierre-Olivier Amblard , Pierre Borgnat

IMA Conference on Mathematics in Signal Processing V, IMA, Dec 2004, Cirencester, United Kingdom

Communication dans un congrès ensl-00175964v1

Transformation from Graphs to Signals and Back

Ronan Hamon , Pierre Borgnat , Patrick Flandrin , Céline Robardet

Vertex-Frequency Analysis of Graph Signals, Springer International Publishing, pp.111-139, 2019, Signals and Communication Technology, ⟨10.1007/978-3-030-03574-7_2⟩

Chapitre d'ouvrage hal-01949745v1
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Design of graph filters and filterbanks

Nicolas Tremblay , Paulo Gonçalves , Pierre Borgnat

Petar M. Djurić; Cédric Richard. Cooperative and Graph Signal Processing, Academic Press, pp.299-324, 2018, 978-0-12-813677-5. ⟨10.1016/B978-0-12-813677-5.00011-0⟩

Chapitre d'ouvrage hal-01675375v1

A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System

Pierre Borgnat , Céline Robardet , Patrice Abry , Patrick Flandrin , Jean-Baptiste Rouquier et al.

A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems , springer, pp.267-284, 2013

Chapitre d'ouvrage hal-01339131v1

Time-Frequency Learning Machines For NonStationarity Detection Using Surrogates

Pierre Borgnat , Patrick Flandrin , Cédric Richard , André Ferrari , Hassan Amoud et al.

Michael J. Way; Jeffrey D. Scargle; Kamal M. Ali; Ashok N. Srivstava. Advances in Machine Learning and Data Mining for Astronomy, Chapman & Hall; CRC Press, pp.487-503, 2012, 978‐1‐4398‐4173‐0

Chapitre d'ouvrage ensl-02967833v1

Evolving networks

Pierre Borgnat , Eric Fleury , Jean-Loup Guillaume , Clémence Magnien , Céline Robardet et al.

Mining Massive Data Sets for Security, 19, IOS Press, pp.198-203, 2008, 978-1-58603-898-4. ⟨10.3233/978-1-58603-898-4-198⟩

Chapitre d'ouvrage hal-01301647v1
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An inverse problem resolution for 3D particle tracking using event-based vision

Charlotte Vienney , Cheng Wang , Pierre Borgnat , Mickaël Bourgoin , Nelly Pustelnik

2026

Pré-publication, Document de travail hal-05525842v1
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Studying Limits of Explainability by Integrated Gradients for Gene Expression Models

Myriam Bontonou , Anaïs Haget , Maria Boulougouri , Jean-Michel Arbona , Benjamin Audit et al.

2023

Pré-publication, Document de travail hal-04228023v1

Deep Learning based Extreme Heatwave Forecast

Valérian Jacques-Dumas , Francesco Ragone , Freddy Bouchet , Pierre Borgnat , Patrice Abry

2020

Pré-publication, Document de travail hal-03173811v1
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Asymptotic control of FWER under Gaussian assumption: application to correlation tests

Sophie Achard , Pierre Borgnat , Irène Gannaz

2020

Pré-publication, Document de travail hal-02883720v1

Evolutions of Individuals Use of Lyon's Bike Sharing System

Jordan Cambe , Patrice Abry , Julien Barnier , Pierre Borgnat , Marie Vogel et al.

2019

Pré-publication, Document de travail hal-02123929v1
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Sparse tensor dimensionality reduction with application to clustering of functional connectivity

Gaëtan Frusque , Julien Jung , Pierre Borgnat , Paulo Gonçalves

2019

Pré-publication, Document de travail hal-02154903v1
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Analytic signal in many dimensions

Mikhail Tsitsvero , Pierre Borgnat , Paulo Gonçalves

2018

Pré-publication, Document de travail hal-01877403v1
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Trend Filtering via Empirical Mode Decompositions

Azadeh Moghtaderi , Patrick Flandrin , Pierre Borgnat

2011

Pré-publication, Document de travail ensl-00565293v2
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Sur un test temps-fréquence de stationnarité

Jun Xiao , Pierre Borgnat , Patrick Flandrin

2009

Pré-publication, Document de travail ensl-00261530v2
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Revisiting and testing stationarity

Patrick Flandrin , Pierre Borgnat

2008

Pré-publication, Document de travail ensl-00274849v1
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Time-frequency localization from sparsity constraints

Pierre Borgnat , Patrick Flandrin

2007

Pré-publication, Document de travail ensl-00176412v1