Pierre Borgnat

Publications

Article dans une revue (51)

A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches Myriam Bontonou,Anaïs Haget,Maria Boulougouri,Benjamin Audit,Pierre Borgnatet al. Bioinformatics Advances, 2025, 5 (1), pp.vbae199. ⟨10.1093/bioadv/vbae199⟩ Article dans une revue hal-04731873v2
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
Detecting global financial crises with scarce data by multivariate nonlinear filtering Cécile Bastidon,Antoine Parent,Patrice Abry,Pierre Borgnat,Pablo Jensenet al. Journal of Physics: Complexity, 2025, 6 (3), pp.035003. ⟨10.1088/2632-072X/ade948⟩ Article dans une revue hal-05234050v1
PASCO (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms Etienne Lasalle,Rémi Vaudaine,Titouan Vayer,Pierre Borgnat,Rémi Gribonvalet al. Machine Learning, 2025, 114, pp.212. ⟨10.1007/s10994-025-06837-7⟩ Article dans une revue hal-04837207v2
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
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
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
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
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
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
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
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
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 Flandrinet al. PLoS ONE, 2020, 15 (8), pp.e0237901. ⟨10.1371/journal.pone.0237901⟩ Article dans une revue hal-02921836v1
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
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
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
Who benefits most from Lyon’s bike sharing system? Jordan Cambe,Patrice Abry,Julien Barnier,Pierre Borgnat,Marie Vogelet al. PLoS ONE, 2020, 15 (4), ⟨10.1371/journal.pone.0231550⟩ Article dans une revue hal-03432169v1
Learning Combination of Graph Filters for Graph Signal Modeling Fei Hua,Cédric Richard,Chen Jie,Haiyan Wang,Pierre Borgnatet al. IEEE Signal Processing Letters, 2019, 26 (12), pp.1912-1916. ⟨10.1109/lsp.2019.2954981⟩ Article dans une revue hal-02367868v1
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
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
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 Choet al. IEEE/ACM Transactions on Networking, 2017, 25 (4), pp.2152-2165. ⟨10.1109/TNET.2017.2675450⟩ Article dans une revue hal-01914103v1
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
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
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
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
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
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
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
Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms Patrice Abry,Stéphane Roux,Herwig Wendt,Paul Messier,Andrew Kleinet al. IEEE Signal Processing Magazine, 2015, 32 (4), pp.18-27. ⟨10.1109/MSP.2015.2402056⟩ Article dans une revue hal-01514632v1
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
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 Abryet al. Journal of Transport Geography, 2014, 41, pp.280-291. ⟨10.1016/j.jtrangeo.2014.07.005⟩ Article dans une revue hal-01313177v1
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 Pintonet 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
Stationnarité relative et approches connexes Patrick Flandrin,Cédric Richard,Pierre-Olivier Amblard,Pierre Borgnat,Hassan Amoudet al. Traitement du Signal, 2011, 28 (6), pp.691 - 716. ⟨10.3166/ts.28.691-716⟩ Article dans une revue hal-01965583v1
Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective Pierre Borgnat,Céline Robardet,Jean-Baptiste Rouquier,Patrice Abry,Eric Fleuryet al. Advances in Complex Systems (ACS), 2011, 14 (3), pp.415-438. ⟨10.1142/S0219525911002950⟩ Article dans une revue ensl-00490325v3
Unsupervised host behavior classification from connection patterns Guillaume Dewaele,Yosuke Himura,Pierre Borgnat,Kensuke Fukuda,Patrice Abryet al. International Journal of Network Management, 2010, 20 (5), pp.317-337 Article dans une revue ensl-00488248v2
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
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
Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification Johan Sandberg,Maria Hansson-Sandsten,Tomi Kinnunen,,Rahim Saeidi,Patrick Flandrinet al. IEEE Signal Processing Letters, 2010, 17 (4), pp.343-346. ⟨10.1109/LSP.2010.2040228⟩ Article dans une revue ensl-00475928v1
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
Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility Loiseau Patrick,Paulo Gonçalves,Guillaume Dewaele,Pierre Borgnat,Patrice Abryet al. IEEE/ACM Transactions on Networking, 2010, 99, pp.1. ⟨10.1109/TNET.2010.2042726⟩ Article dans une revue ensl-00475902v1
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
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
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
Une Caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies Pierre Borgnat,Patrice Abry,Guillaume Dewaele,Antoine Scherrer,Nicolas Larrieuet al. Annals of Telecommunications - annales des télécommunications, 2007, 62 (11-12), pp.1401-1428 Article dans une revue ensl-00290745v1
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
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
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
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

Communication dans un congrès (86)

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
Coarsened Spectral Clustering Pierre Borgnat,Rémi Vaudaine,Etienne Lassale,Paulo Gonçalves,Rémi Gribonvalet al. NetSci 2024, Jun 2024, Québec (CA), Canada Communication dans un congrès hal-04732048v1
Learning smooth graphs with sparse temporal variations to explore long-term financial trends Cécile Bastidon,Myriam Bontonou,Pierre Borgnat,Pablo Jensen,Patrice Abryet al. 32st European Signal Processing Conference (EUSIPCO), EURASIP, Aug 2024, Lyon, France Communication dans un congrès hal-04731912v1
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
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
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
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
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 Parentet al. World Economic History Conference Paris, Jul 2022, Paris, France Communication dans un congrès hal-04926362v1
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
Fast Multiscale Diffusion on Graphs Sibylle Marcotte,Amélie Barbe,Rémi Gribonval,Titouan Vayer,Marc Sebbanet 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
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
Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation Amélie Barbe,Paulo Gonçalves,Marc Sebban,Pierre Borgnat,Rémi Gribonvalet 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
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
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
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
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
COVID-19 Reproduction Number Estimation: Spatial and Temporal in Convex Optimization to Promote Piecewise Smoothness Patrice Abry,Nelly Pustelnik,Stéphane Roux,Pablo Jensen,Patrick Flandrinet al. CCS 2020 - Conference on Complex Systems, Dec 2020, online, Greece. pp.1 Communication dans un congrès hal-03435991v1
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
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
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
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
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
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
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
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
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
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
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
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
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
Texture classification of photographic papers: improving spectral clustering using filterbanks on graphs Nicolas Tremblay,Stéphane G. Roux,Pierre Borgnat,Patrice Abry,Herwig Wendtet 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
Random Projection and Multiscale Wavelet Leader Based Anomaly Detection and Address Identification in Internet Traffic Romain Fontugne,Patrice Abry,Kentaro Fukuda,Pierre Borgnat,Johan Mazelet 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
Multiscale Anisotropic Texture Unsupervised Clustering for Photographic Paper Stéphane G. Roux,Nicolas Tremblay,Pierre Borgnat,Patrice Abry,Herwig Wendtet 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
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
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
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
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
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
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
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
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 Gonçalveset 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
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
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
Peut-on attraper les utilisateurs de Vélo'v au Lasso ? Luc Merchez,G. Michau,Céline Robardet,Pablo Jensen,Patrice Abryet al. XXIIe Colooque GRETSI. Traitement du Signal et des Images, GRETSI, 2011, Bordeaux, France Communication dans un congrès halshs-01314675v1
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
StaRAC : Stationnarité Relative et Approches Connexes Patrick Flandrin,Pierre Borgnat,Azadeh Moghtaderi,Cédric Richard,Paul Honeinéet al. Grand Colloque STIC 2010, Jan 2010, Paris, France Communication dans un congrès hal-02967897v1
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
Statistical hypothesis testing with time-frequency surrogates to check signal stationarity Cédric Richard,André Ferrari,Hassan Amoud,Paul Honeine,Patrick Flandrinet 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
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
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
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
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
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 Borgnatet al. IEEE GLOBECOM 2009, IEEE, Nov 2009, Honolulu, Hawaii, United States Communication dans un congrès ensl-00476002v1
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
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
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 Abryet al. IEEE 3rd International Workshop on Practical Applications of Sensor Networking, Jul 2009, Seattle, United States Communication dans un congrès inria-00398802v1
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
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
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
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
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
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
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
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
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 Abryet al. 9 ième Atelier en Evaluation de Performances, Jun 2008, Aussois, France Communication dans un congrès inria-00570525v1
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
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
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
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
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
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
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
Base de traces d'anomalies légitimes et illégitimes Julien Aussibal,Pierre Borgnat,Yann Labit,Guillaume Dewaele,Nicolas Larrieuet 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
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
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
Détection d'attaques de Dénis de Service par un modèle non gaussien multirésolution Pierre Borgnat,Nicolas Larrieu,Philippe Owezarski,Patrice Abry,Julien Aussibalet 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
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
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
D'etection d'attaques de &quot;D'eni de Services&quot; : 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
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

Ouvrages (1)

Mathématiques pour l'agrégation Olivier Teytaud,Christophe Antonini,Pierre Borgnat,Annie Chateau,Edouard Lebeau Dunod, pp.736, 2007 Ouvrages inria-00173250v1

Chapitre d'ouvrage (5)

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
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 Rouquieret 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 Amoudet 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 Robardetet 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

Pré-publication, Document de travail (11)

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
Studying Limits of Explainability by Integrated Gradients for Gene Expression Models Myriam Bontonou,Anaïs Haget,Maria Boulougouri,Jean-Michel Arbona,Benjamin Auditet 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
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
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
Evolutions of Individuals Use of Lyon's Bike Sharing System Jordan Cambe,Patrice Abry,Julien Barnier,Pierre Borgnat,Marie Vogelet al. 2019 Pré-publication, Document de travail hal-02123929v1
Analytic signal in many dimensions Mikhail Tsitsvero,Pierre Borgnat,Paulo Gonçalves 2018 Pré-publication, Document de travail hal-01877403v1
Trend Filtering via Empirical Mode Decompositions Azadeh Moghtaderi,Patrick Flandrin,Pierre Borgnat 2011 Pré-publication, Document de travail ensl-00565293v2
Sur un test temps-fréquence de stationnarité Jun Xiao,Pierre Borgnat,Patrick Flandrin 2009 Pré-publication, Document de travail ensl-00261530v2
Revisiting and testing stationarity Patrick Flandrin,Pierre Borgnat 2008 Pré-publication, Document de travail ensl-00274849v1
Time-frequency localization from sparsity constraints Pierre Borgnat,Patrick Flandrin 2007 Pré-publication, Document de travail ensl-00176412v1

Rapport (4)

Discovering the structure of complex networks: Implementation and Complexity of the heuristic MACH Ronan Hamon,Pierre Borgnat,Patrick Flandrin,Céline Robardet [Technical Report] Laboratoire de Physique, CNRS 5672; LIRIS UMR CNRS 5205. 2015 Rapport (rapport technique) ensl-01160737v1
Relabeling nodes according to the structure of the graph Ronan Hamon,Céline Robardet,Pierre Borgnat,Patrick Flandrin 2013 Rapport ensl-00878041v1
Investigating self-similarity and heavy tailed distributions on a large scale experimental facility Patrick Loiseau,Paulo Gonçalves,Pascale Primet,Pierre Borgnat,Patrice Abryet al. [Research Report] RR-6472, INRIA. 2008, pp.27 Rapport (rapport de recherche) inria-00263634v2
Non Gaussian and long memory statistical characterisations for Internet traffic with anomalies Antoine Scherrer,Nicolas Larrieu,Philippe Owezarski,Pierre Borgnat,Patrice Abry [Research Report] LIP RR-2005-35, Laboratoire de l'informatique du parallélisme. 2005, 2+21p Rapport (rapport de recherche) hal-02102189v1

Thèse (1)

Modèles et outils pour les invariances d'échelle brisées: variations sur la transformation de Lamperti et contributions aux modèles statistiques de vortex en turbulence Pierre Borgnat Dynamique des Fluides [physics.flu-dyn]. Ecole normale supérieure de lyon - ENS LYON, 2002. Français. ⟨NNT : ⟩ Thèse tel-00005246v1

Logiciel (3)

Mosaic-benchmark Yasaman Asgari,Rémy Cazabet,Pierre Borgnat 2024, ⟨swh:1:dir:a70532d0525581935a283286cf20534e8d8cc80b;origin=https://hal.archives-ouvertes.fr/hal-04452597;visit=swh:1:snp:6828c2f085a6b0eea90e42b2197df49f9f178c2f;anchor=swh:1:rel:e50b062be149baace1685d1717911beab3932930;path=/⟩ Logiciel hal-04452597v1
Code for the article Temporal Network Compression via Network Hashing Rémi Vaudaine,Rémi Gribonval,Paulo Gonçalves,Pierre Borgnat,Márton Karsai 2023 Logiciel hal-04330187v1
Code for reproducible research - Fast Multiscale Diffusion on Graphs Sibylle Marcotte,Amélie Barbe,Rémi Gribonval,Titouan Vayer,Marc Sebbanet al. 2022 Logiciel hal-03576498v1