2024

Preprints, Working Papers, ...

ref_biblio

Guillaume Lauga, Audrey Repetti, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves, et al.. A multilevel framework for accelerating uSARA in radio-interferometric imaging. 2024. ⟨hal-04509285⟩

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2023

Conference papers

ref_biblio

Can Pouliquen, Paulo Gonçalves, Mathurin Massias, Titouan Vayer. Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble (France), France. pp.1-4. ⟨hal-04151796⟩

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ref_biblio

Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves. Multilevel FISTA for image restoration. ICASSP, IEEE, Jun 2023, Rhodes, Greece. ⟨10.48550/arXiv.2210.15940⟩. ⟨hal-03831180v3⟩

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ref_biblio

Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves. Multilevel Proximal Methods for Image Restoration. Optimization and Control in Burgundy, May 2023, Dijon, France. ⟨hal-04105509⟩

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Software

ref_biblio

Rémi Vaudaine, Rémi Gribonval, Paulo Gonçalves, Pierre Borgnat, Márton Karsai. Code for the article Temporal Network Compression via Network Hashing. 2023. ⟨hal-04330187⟩

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Preprints, Working Papers, ...

ref_biblio

Titouan Vayer, Etienne Lasalle, Rémi Gribonval, Paulo Gonçalves. Compressive Recovery of Sparse Precision Matrices. 2023. ⟨hal-04275341v3⟩

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ref_biblio

Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves. IML FISTA: A Multilevel Framework for Inexact and Inertial Forward-Backward. Application to Image Restoration. 2023. ⟨hal-04075814v3⟩

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ref_biblio

Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves. Méthodes multi-niveaux pour la restauration d'images hyperspectrales. 2023. ⟨hal-04067225v2⟩

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2022

Conference papers

ref_biblio

Guillaume Lauga, Elisa Riccietti, Nelly Pustelnik, Paulo Gonçalves. Méthodes proximales multi-niveaux pour la restauration d'images. GRETSI'22 - 28ème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. ⟨hal-03739496⟩

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ref_biblio

Sibylle Marcotte, Amélie Barbe, Rémi Gribonval, Titouan Vayer, Marc Sebban, et al.. Fast Multiscale Diffusion on Graphs. ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9746802⟩. ⟨hal-03212764v2⟩

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Software

ref_biblio

Sibylle Marcotte, Amélie Barbe, Rémi Gribonval, Titouan Vayer, Marc Sebban, et al.. Code for reproducible research - Fast Multiscale Diffusion on Graphs. 2022. ⟨hal-03576498⟩

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2021

Conference papers

ref_biblio

Amélie Barbe, Paulo Gonçalves, Marc Sebban, Pierre Borgnat, Rémi Gribonval, et al.. Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation. ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual conference, France. pp.1-8, ⟨10.1109/ICTAI52525.2021.00125⟩. ⟨hal-03353622⟩

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2020

Journal articles

ref_biblio

Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, Julien Jung. Semi-automatic extraction of functional dynamic networks describing patient's epileptic seizures. Frontiers in Neurology, 2020, 11, ⟨10.3389/fneur.2020.579725⟩. ⟨hal-02935666v2⟩

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ref_biblio

Gaetan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves. Multiplex network inference with sparse tensor decomposition for functional connectivity. IEEE Transactions on Signal and Information Processing over Networks, 2020, 6, pp.316 - 328. ⟨10.1109/TSIPN.2020.2984853⟩. ⟨hal-02531459⟩

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Conference papers

ref_biblio

Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, Julien Jung. Extraction of functional dynamic networks describing patient's epileptic seizures. CCS 2020 - Conference on Complex Systems, Dec 2020, Palma de Majorque, Spain. pp.1. ⟨hal-02997377⟩

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ref_biblio

Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, Rémi Gribonval. Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur. CAP 2020 - Conférence sur l'Apprentissage Automatique, Nov 2020, Vannes, France. ⟨hal-02794961⟩

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ref_biblio

Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, Rémi Gribonval. Graph Diffusion Wasserstein Distances. ECML PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Ghent, Belgium. pp.1-16. ⟨hal-02795056⟩

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ref_biblio

Gaetan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves. Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation. ICASSP 2020 - IEEE International Conference on Acoustic Speech and Signal Processing, May 2020, Barcelona, Spain. pp.1-5. ⟨hal-02459821⟩

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2019

Journal articles

ref_biblio

Fei Hua, Cédric Richard, Chen Jie, Haiyan Wang, Pierre Borgnat, et al.. Learning Combination of Graph Filters for Graph Signal Modeling. IEEE Signal Processing Letters, 2019, 26 (12), pp.1912-1916. ⟨10.1109/lsp.2019.2954981⟩. ⟨hal-02367868⟩

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ref_biblio

Benjamin Ricaud, Pierre Borgnat, Nicolas Tremblay, Paulo Gonçalves, Pierre Vandergheynst. Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs. Comptes Rendus. Physique, 2019, pp.474-488. ⟨10.1016/j.crhy.2019.08.003⟩. ⟨hal-02304584⟩

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ref_biblio

Esteban Bautista, Patrice Abry, Paulo Gonçalves. $L^{\gamma}$ -PageRank for Semi-Supervised Learning. Applied Network Science, 2019, 4 (57), pp.1-20. ⟨10.1007/s41109-019-0172-x⟩. ⟨hal-02063780⟩

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Conference papers

ref_biblio

Dominique Barbe, Pierre Borgnat, Paulo Gonçalves, Marc Sebban. Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec Attributs. GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4. ⟨hal-02154883⟩

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ref_biblio

Marija Stojanova, Thomas Begin, Paulo Gonçalves. Traitement du signal sur graphe pour modéliser les WLANs. GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4. ⟨hal-02154891⟩

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ref_biblio

Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves. Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelle. GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4. ⟨hal-02154888⟩

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ref_biblio

Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves. Sparse tensor dimensionality reduction with application to clustering of functional connectivity. Wavelets and Sparsity XVIII, Aug 2019, San Diego, United States. pp.22, ⟨10.1117/12.2529595⟩. ⟨hal-02399385⟩

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ref_biblio

Romain Fontugne, Esteban Bautista, Colin Petrie, Yutaro Nomura, Patrice Abry, et al.. BGP Zombies: an Analysis of Beacons Stuck Routes. PAM 2019 - 20th Passive and Active Measurements Conference, Mar 2019, Puerto Varas, Chile. pp.197-209, ⟨10.1007/978-3-030-15986-3_13⟩. ⟨hal-01970596⟩

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Preprints, Working Papers, ...

ref_biblio

Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves. Sparse tensor dimensionality reduction with application to clustering of functional connectivity. 2019. ⟨hal-02154903⟩

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2018

Conference papers

ref_biblio

Mikhail Tsitsvero, Pierre Borgnat, Paulo Gonçalves. Multidimensional analytic signal with application on graphs. SSP 2018 - IEEE Workshop on Statistical Signal Processing, IEEE, Jun 2018, Freiburg, Germany. pp.1-5. ⟨hal-01878753⟩

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ref_biblio

Sarah de Nigris, Esteban Bautista, Patrice Abry, Konstantin Avrachenkov, Paulo Gonçalves. Fractional graph-based semi-supervised learning. International School and Conference on Network Science, Jun 2018, Paris, France. pp.1. ⟨hal-01877500⟩

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Book sections

ref_biblio

Nicolas Tremblay, Paulo Gonçalves, Pierre Borgnat. Design of graph filters and filterbanks. 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⟩. ⟨hal-01675375⟩

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Preprints, Working Papers, ...

ref_biblio

Mikhail Tsitsvero, Pierre Borgnat, Paulo Gonçalves. Analytic signal in many dimensions. 2018. ⟨hal-01877403⟩

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2017

Conference papers

ref_biblio

Esteban Bautista, Sarah de Nigris, Patrice Abry, Konstantin Avrachenkov, Paulo Gonçalves. Lévy Flights for Graph Based Semi-Supervised Classification.. 26th colloquium GRETSI, Sep 2017, Juan-Les-Pins, France. ⟨hal-01586760⟩

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ref_biblio

Sarah de Nigris, Esteban Bautista, Patrice Abry, Konstantin Avrachenkov, Paulo Gonçalves. Fractional Graph-based Semi-Supervised Learning. EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. ⟨hal-01586767⟩

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ref_biblio

Benjamin Girault, Shrikanth S Narayanan, Antonio Ortega, Paulo Gonçalves, Eric Fleury. GRASP: A Matlab Toolbox for Graph Signal Processing. 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. pp.6574-6575, ⟨10.1109/ICASSP.2017.8005300⟩. ⟨hal-01424804⟩

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2016

Conference papers

ref_biblio

Benjamin Girault, Paulo Gonçalves, Shrikanth Narayanan, Antonio Ortega. Localization bounds for the graph translation. IEEE Global Conference on Signal and Information Processing, Dec 2016, Washington DC, United States. pp.331-335, ⟨10.1109/GlobalSIP.2016.7905858⟩. ⟨hal-01368817⟩

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2015

Journal articles

ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury. Translation on Graphs: An Isometric Shift Operator. IEEE Signal Processing Letters, 2015, 22 (12), pp.2416 - 2420. ⟨10.1109/LSP.2015.2488279⟩. ⟨hal-01221562⟩

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ref_biblio

Muriel Doret, Jiří Spilka, Václav Chudáček, Paulo Gonçalves, Patrice Abry. Fractal Analysis and Hurst Parameter for Intrapartum Fetal Heart Rate Variability Analysis: A Versatile Alternative to Frequency Bands and LF/HF Ratio. PLoS ONE, 2015, 0136661, ⟨10.1371/journal.pone.0136661⟩. ⟨hal-01245438⟩

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ref_biblio

Alexandre Ancel, Ingo Assenmacher, Ken Ichi Baba, Julien Cisonni, Yo Fujiso, et al.. PetaFlow: a global computing-networking-visualisation unit with social impact. International Research Journal of Computer Science, 2015, 2 (4). ⟨hal-01231826⟩

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ref_biblio

R Riedi, Paulo Gonçalves. A strong Tauberian theorem for characteristic functions. Applied and Computational Harmonic Analysis, 2015, 39, pp.6. ⟨10.1016/j.acha.2015.03.007⟩. ⟨hal-01245436⟩

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Conference papers

ref_biblio

Pierre Borgnat, Paulo Gonçalves, Nicolas Tremblay, Nathanaël Willaime-Angonin. Community mining with graph filters for correlation matrices. Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Monterey (CA), United States. ⟨hal-01245926v2⟩

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ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury. Signaux stationnaires sur graphe : étude d'un cas réel. Gretsi, Sep 2015, Lyon, France. pp.4. ⟨hal-01164379⟩

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Reports

ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury. Translation and Stationarity for Graph Signals. [Research Report] RR-8719, École Normale Supérieure de Lyon; Inria Rhône-Alpes; INRIA. 2015. ⟨hal-01144991⟩

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2014

Conference papers

ref_biblio

Jiri Spilka, Patrice Abry, Paulo Gonçalves, Muriel Doret. Impacts of labour first and second stages on Hurst parameter based intrapartum fetal Heart Rate analysis. CinC 2014 : IEEE International Conference on Computing in Cardiology, Sep 2014, Cambridge (MA), US, United States. pp.777 - 780. ⟨hal-01009292⟩

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ref_biblio

Jiri Spilka, Stéphane Roux, Nicolas B. Garnier, Patrice Abry, Paulo Gonçalves, et al.. Nearest-Neighbor based Wavelet Entropy Rate Measures for Nearest-Neighbor based Wavelet Entropy Rate Measures for Intrapartum Fetal Heart Rate Variability. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2014, Chicago (Illinois), US, United States. pp.2813 - 2816, ⟨10.1109/EMBC.2014.6944208⟩. ⟨hal-01009295⟩

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ref_biblio

Benjamin Girault, Eric Fleury, Paulo Gonçalves. Traitement du Signal sur Graphe : Interprétation en termes de Filtre de l'Apprentissage Semi-Supervisé sur Graphe. ALGOTEL 2014 -- 16èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2014, Le Bois-Plage-en-Ré, France. pp.1-4. ⟨hal-00986152v2⟩

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ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury, Arashpreet Singh Mor. Semi-Supervised Learning for Graph to Signal Mapping: a Graph Signal Wiener Filter Interpretation. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.1115-1119, ⟨10.1109/ICASSP.2014.6853770⟩. ⟨hal-00942695v2⟩

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2013

Conference papers

ref_biblio

Konstantin Avrachenkov, Paulo Gonçalves, Marina Sokol. On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods. WAW - 10th International Workshop on Algorithms and Models for the Web Graph, Dec 2013, Cambridge, Massachusetts, United States. pp.56-67, ⟨10.1007/978-3-319-03536-9_5⟩. ⟨hal-00924132⟩

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ref_biblio

Benjamin Girault, Eric Fleury, Paulo Gonçalves. Function analysis through wavelets on dynamic contact graphs. ECCS Satellite Contagion workshop, Sep 2013, Barcelona, Spain. ⟨hal-00862015⟩

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ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury. Graphe de contacts et ondelettes : étude d'une diffusion bactérienne. GRETSI, Sep 2013, Brest, France. ⟨hal-00862020⟩

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ref_biblio

Shubhabrata Roy, Thomas Begin, Paulo Gonçalves. An MCMC Based Procedure for Parameter Estimation of a VoD Workload Model. Proceedings of the 24th Colloquium GRETSI, Sep 2013, Brest, France. ⟨hal-00924126⟩

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ref_biblio

A. Ancel, I. Assenmacher, K. Baba, J. Cisonni, Y. Fujiso, et al.. PetaFlow - An example of communication and computational technologies with social impact. HSNCE 2013 - 4th IEEE International Workshop on High-Speed Network and Computing Environment, Jul 2013, Kyoto, Japan. pp.1-4. ⟨hal-00849026⟩

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ref_biblio

Shubhabrata Roy, Thomas Begin, Paulo Gonçalves. A Complete Framework for Modelling and Generating Workload Volatility of a VoD System. IEEE Int. Wireless Communications and Mobile Computing Conference, Jul 2013, Calgari, Italy. pp.1168 - 1174, ⟨10.1109/IWCMC.2013.6583722⟩. ⟨hal-00924135⟩

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ref_biblio

Patrice Abry, Stéphane Roux, Vaclav Chudáček, Pierre Borgnat, Paulo Gonçalves, et al.. Hurst Exponent IntraPartum Fetal Heart Rate: Impact of Decelerations. CBMS 2013 - IEEE 26th International Symposium on Computer-Based Medical Systems, Jun 2013, Porto (Portugal), Portugal. pp.131-136, ⟨10.1109/CBMS.2013.6627777⟩. ⟨hal-00924133⟩

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ref_biblio

Anne-Cécile Orgerie, Paulo Gonçalves, M. Davis, Julien Ridoux, Darryl Veitch. Distributed Simulation and Visualization of Unsteady Flows in a Transcontinental Context. Supercomputing, 2013, Salt Lake City (US), United States. ⟨hal-00924139⟩

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Poster communications

ref_biblio

Benjamin Girault, Paulo Gonçalves, Eric Fleury. Graphe de contacts et ondelettes. École d'Été ResCom 2013, May 2013, île de Porquerolles, France. ⟨hal-00907018⟩

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2012

Journal articles

ref_biblio

Patrick Loiseau, Claire Médigue, Paulo Gonçalves, Najmeddine Attia, Stéphane Seuret, et al.. Large deviations estimates for the multiscale analysis of heart rate variability. Physica A: Statistical Mechanics and its Applications, 2012, 391 (22), pp.5658-5671. ⟨10.1016/j.physa.2012.05.069⟩. ⟨hal-00725380⟩

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ref_biblio

Paulo Gonçalves, Shubhabrata Roy, Thomas Begin, Patrick Loiseau. Dynamic Resource Management in Clouds: A Probabilistic Approach. IEICE Transactions on Communications, 2012, E95-B (08), pp.2522-2529. ⟨10.1587/transcom.E95.B.2522⟩. ⟨hal-00747643⟩

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Conference papers

ref_biblio

Jean-Baptiste Delavoix, Shubhabrata Roy, Thomas Begin, Paulo Gonçalves. Demonstrating a Versatile Model for VoD Buzz Workload in Large Scale Distributed Network. 1st IEEE International Conference on Cloud Networking, Date-Added = 2012-10-31 16:44:27 +0000, Date-Modified = 2012-10-31 16:50:40 +0000, Nov 2012, Université Pierre et Marie Curie, Paris (France), France. ⟨hal-00747638⟩

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ref_biblio

Konstantin Avrachenkov, Paulo Gonçalves, Arnaud Legout, Marina Sokol. Classification of Content and Users in BitTorrent by Semi-supervised Learning Methods. 8th International Wireless Communications and Mobile Computing Conference (3rd International Workshop on Traffic Analysis and Classification), Date-Added = 2012-04-16 17:03:44 +0200, Date-Modified = 2012-08-30 11:13:51 +0200, Aug 2012, Cyprus, Cyprus. ⟨10.1109/IWCMC.2012.6314276⟩. ⟨hal-00747641⟩

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ref_biblio

Anne-Cécile Orgerie, Paulo Gonçalves, Matthieu Imbert, J. Ridoux, D. Veitch. Survey of network metrology platforms. SAINT 2012 - 12th IEEE/IPSJ International Symposium on Applications and the INTernet, 3rd Workshop on High Speed Network and Computing Environments, Jul 2012, Izmir, Turkey. pp.220-225, ⟨10.1109/SAINT.2012.41⟩. ⟨hal-00747647⟩

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Patents

ref_biblio

Ludovic Noirie, Mohamad Jaber, Paulo Gonçalves. A System And A Method For Detecting Cheating Applications. France, Patent n° : Patent Alcatel Lucent, INRIA No. 12305956.0. 2012. ⟨hal-00924145⟩

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Reports

ref_biblio

Shubhabrata Roy, Thomas Begin, Patrick Loiseau, Paulo Gonçalves. Un modèle de trafic adapté à la volatilité de charge d'un service de vidéo à la demande: Identification, validation et application à la gestion dynamique de ressources.. [Research Report] RR-8072, INRIA. 2012. ⟨hal-00734295v2⟩

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2011

Journal articles

ref_biblio

Muriel Doret, Hannes Helgason, Patrice Abry, Paulo Gonçalves, Claude Gharib, et al.. Multifractal analysis of fetal heart rate variability in fetuses with and without severe acidosis during labor. American Journal of Perinatology, 2011, 28 (4), pp.259-266. ⟨10.1055/s-0030-1268713⟩. ⟨inria-00537788⟩

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ref_biblio

P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. Advanced functionality for radio analysis in the Offline software framework of the Pierre Auger Observatory. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2011, 635, pp.92-102. ⟨10.1016/j.nima.2011.01.049⟩. ⟨in2p3-00559624⟩

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ref_biblio

Hannes Helgason, Patrice Abry, Paulo Gonçalves, Claude Gharib, Pierre Gaucherand, et al.. Adaptive Multiscale Complexity Analysis of Fetal Heart Rate. IEEE Transactions on Biomedical Engineering, 2011, 58 (8), pp.2186-2193. ⟨10.1109/TBME.2011.2121906⟩. ⟨hal-00924160⟩

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ref_biblio

Julien Barral, Paulo Gonçalves. On the estimation of the large deviations spectrum. Journal of Statistical Physics, 2011, 144, X-Editorial-Board = yes, X-International-Audience = yes (6), pp.1256-1283. ⟨10.1007/s10955-011-0296-6⟩. ⟨hal-00747653⟩

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Conference papers

ref_biblio

Konstantin Avrachenkov, Paulo Gonçalves, Arnaud Legout, Marina Sokol. Graph Based Classification of Content and Users in BitTorrent. NIPS Conference, Big Learning Workshop, Dec 2011, Sierra Nevada, Spain. ⟨hal-00747652⟩

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ref_biblio

Oana Goga, Patrick Loiseau, Paulo Gonçalves. On the impact of the flow size distribution's tail index on network performance with TCP connections. IFIP PERFORMANCE 2011 : 29th International Symposium on Computer Performance, Modeling, Measurements and Evaluation 2011, Oct 2011, Amsterdam, Netherlands. pp.62-64, ⟨10.1145/2034832.2034849⟩. ⟨hal-00745517⟩

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ref_biblio

Guilherme Koslovski, Sébastien Soudan, Paulo Gonçalves, Pascale Vicat-Blanc. Locating Virtual Infrastructures: Users and InP Perspectives. 12th IEEE/IFIP International Symposium on Integrated Network Management (IM), 2011, May 2011, Dublin (Ireland), Ireland. pp.153-160, ⟨10.1109/INM.2011.5990686⟩. ⟨hal-00924165⟩

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Reports

ref_biblio

Konstantin Avrachenkov, Paulo Gonçalves, Alexey Mishenin, Marina Sokol. Generalized Optimization Framework for Graph-based Semi-supervised Learning. [Research Report] RR-7774, INRIA. 2011. ⟨inria-00633818⟩

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2010

Journal articles

ref_biblio

Loiseau Patrick, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, et al.. Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility. IEEE/ACM Transactions on Networking, 2010, 99, pp.1. ⟨10.1109/TNET.2010.2042726⟩. ⟨ensl-00475902⟩

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ref_biblio

Hugo Carrão, Paulo Gonçalves, Mário Caetano. A nonlinear model for satellite images time series: analysis and prediction of land cover dynamics. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48 (2) (4), pp.1919-1930. ⟨inria-00537800⟩

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Conference papers

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Julien Barral, Pascale Vicat-Blanc Primet. Modeling TCP Throughput: an Elaborated Large-Deviations-Based Model and its Empirical Validation. IFIP, Performance, Nov 2010, Namur, Belgium. ⟨inria-00527636⟩

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ref_biblio

Patrice Abry, Herwig Wendt, Stéphane Jaffard, Hannes Helgason, Paulo Gonçalves, et al.. Methodology for Multifractal Analysis of Heart Rate Variability: From LF/HF Ratio to Wavelet Leaders. 32nd Int. Conf. of the IEEE Engineering in Medicine and Biology Society, Sep 2010, Buenos Aires, Argentina. ⟨inria-00527635⟩

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ref_biblio

Olivier Grémillet, Paulo Gonçalves, Pascale Vicat-Blanc Primet, Arnaud Dupas. Traffic classification techniques supporting semantic networks. 1st Int. Wireless Comm. and Mobile Comp. Conf., TRaffic Analysis and Classification W., Jul 2010, Caen, France. ⟨inria-00537796⟩

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ref_biblio

Annemie van Hirtum, K. Baba, Julien Cisonni, Y. Ebara, Xavier Grandchamp, et al.. Petaflow: a project towards information and communication technologies in society. HSNCE 2010 - 1st IEEE International Workshop on High-Speed Network and Computing Environments for Scientific Applications, Jul 2010, Séoul, South Korea. pp.4. ⟨hal-00493999⟩

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ref_biblio

Paulo Gonçalves, Xavier Grandchamp, Xavier Pelorson, Bruno Raffin, Annemie van Hirtum, et al.. Petaflow - a project towards information and communication technologies in society. SAINT 2010 - 10th IEEE/IPSJ International Symposium on Applications and the Internet, Jul 2010, Séoul, South Korea. pp.347-350, ⟨10.1109/SAINT.2010.72⟩. ⟨hal-00924173⟩

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ref_biblio

Paulo Gonçalves, Patrice Abry, Claude Gharib, Muriel Doret, Hannes Helgason, et al.. Multifractal analysis for in partum fetal-ECG diagnosis. IEEE Int. Conf. on Acoustic Speech and Signal Processing, Mar 2010, Dallas (TX), United States. ⟨inria-00537797⟩

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Habilitation à diriger des recherches

ref_biblio

Paulo Gonçalves. Analyse temps-fréquence et modèles d'invariance d'échelle: Contribution à l'étude de systèmes complexes. Traitement du signal et de l'image [eess.SP]. Ecole normale supérieure de lyon - ENS LYON, 2010. ⟨tel-00474532⟩

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2009

Conference papers

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Stéphane Girard, Florence Forbes, Pascale Vicat-Blanc Primet. Maximum Likelihood Estimation of the Flow Size Distribution Tail Index from Sampled Packet Data. SIGMETRICS '09 - 11th international joint conference on Measurement and modeling of computer systems, Jun 2009, Seattle, United States. pp.263-274, ⟨10.1145/1555349.1555380⟩. ⟨inria-00570448⟩

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ref_biblio

Paulo Gonçalves, Patrick Loiseau, Romaric Guillier, Matthieu Imbert, Y. Kodama, et al.. Metroflux: A high performance system for analyzing flow at very fine-grain. TridentCom, Apr 2009, Washington DC, United States. ⟨inria-00570437⟩

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ref_biblio

Suleyman Baikut, Paulo Gonçalves, Pierre-Herve Luppi, Patrice Abry, Edmundo Pereira de Souza Neto, et al.. EMD-based analysis of rat EEG data for sleep state classification. Biosignals, Jan 2009, Porto, Portugal. ⟨inria-00570470⟩

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Book sections

ref_biblio

Patrick Flandrin, Paulo Gonçalves, Patrice Abry. Scale Invariance and Wavelets. ISTE. Scaling, Fractals and Wavelets, John Wiley & Sons, Inc., 2009. ⟨inria-00570453⟩

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Other publications

ref_biblio

Patrick Loiseau, Romaric Guillier, Oana Goga, Matthieu Imbert, Paulo Gonçalves, et al.. Automated Traffic measurements and analysis in Grid'5000. 2009. ⟨inria-00537802⟩

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Books

ref_biblio

Patrice Abry, Paulo Gonçalves, Jacques Lévy Véhel. Scaling, Fractals and Wavelets. Patrice Abry, Paulo Gonçalves and Jacques Lévy Véhel. WILEY-ISTE, pp.464, 2009, Digital signal and inmage processing series, 9781848210721. ⟨inria-00539003⟩

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Reports

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet. Impact of the Correlation between Flow Rates and Durations on the Large-Scale Properties of Aggregate Network Traffic. [Research Report] RR-7100, INRIA. 2009. ⟨inria-00433170⟩

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2008

Journal articles

ref_biblio

Hugo Carrão, Paulo Gonçalves, Mário Caetano. Contribution of multispectral and multitemporal information from MODIS images to land cover classification. Remote Sensing of Environment, 2008, 112 (3), pp.986-997. ⟨inria-00570557⟩

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ref_biblio

Hugo Carrão, Antonio Araujo, Paulo Gonçalves, Mário Caetano. Multitemporal MERIS images for land cover mapping at national scale: the case study of Portugal. International Journal of Remote Sensing, 2008, 31 (8, 2063). ⟨inria-00570555⟩

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Conference papers

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Yuetsu Kodama, Pascale Vicat-Blanc Primet. Metroflux: A fully operational high speed metrology platform. Euro-NF workshop: New trends in modeling, quantitative methods and measurements, in cooperation with Net-coop, Sep 2008, Paris (thomson Research Labs), France. ⟨inria-00570522⟩

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ref_biblio

Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet. How {TCP} can kill Self-Similarity. Euro-NF workshop: Traffic Engineering and Dependability in the Network of the Future, Sep 2008, VTT, Finland. ⟨inria-00570479⟩

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ref_biblio

Patrick Loiseau, Paulo Gonçalves, Guillaume Dewaele, Pierre Borgnat, Patrice Abry, et al.. Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle. 9 ième Atelier en Evaluation de Performances, Jun 2008, Aussois, France. ⟨inria-00570525⟩

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Book sections

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Paulo Gonçalves, Jean-Philippe Ovarlez, Richard Baraniuk. Quadratic Time-Frequency Analysis III: The Affine Class and Other Covariant Classes. ISTE. Time-Frequency Analysis: Concepts and Methods, John Wiley \& Sons, Inc., 2008. ⟨inria-00570550⟩

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Reports

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Pascale Primet, Pierre Borgnat, Patrice Abry, et al.. Investigating self-similarity and heavy tailed distributions on a large scale experimental facility. [Research Report] RR-6472, INRIA. 2008, pp.27. ⟨inria-00263634v2⟩

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2007

Journal articles

ref_biblio

Gabriel Rilling, Patrick Flandrin, Paulo Gonçalves, Jonathan M. Lilly. Bivariate Empirical mode decomposition. IEEE Signal Processing Letters, 2007, 14 (12), pp.936-939. ⟨inria-00570563⟩

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Conference papers

ref_biblio

Patrick Loiseau, Paulo Gonçalves, Pascale Vicat-Blanc Primet. A comparative study of different heavy tail index estimators of the flow size from sampled data. MetroGrid Workshop, GridNets, Oct 2007, Lyon, France. ⟨inria-00570559⟩

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ref_biblio

Gabriel Rilling, Patrick Flandrin, Paulo Gonçalves. Une extension bivariée pour la Décomposition Modale Empirique -- Application à des bruits blancs complexes. GRETSI-07 - 21e Colloque sur le Traitement du Signal et des Images., Sep 2007, Troyes, France. pp.809-812. ⟨ensl-00200003⟩

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ref_biblio

Hugo Carrão, Paulo Gonçalves, Mário Caetano. Land cover characterization through parametric modeling of intra-annual reflectance time series: a comparative study with MERIS data. SPIE Europe Symposium on Remote Sensing, Sep 2007, Firenze, Italy. ⟨inria-00570560⟩

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ref_biblio

Paulo Gonçalves, Patrice Abry, Gabriel Rilling, Patrick Flandrin. Fractal dimension estimation: empirical mode decomposition versus wavelets. IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Apr 2007, Honolulu, Hawaii, United States. ⟨inria-00570565⟩

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Preprints, Working Papers, ...

ref_biblio

Gabriel Rilling, Patrick Flandrin, Paulo Gonçalves, Jonathan M. Lilly. Bivariate Empirical Mode Decomposition. 2007. ⟨ensl-00137611⟩

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2006

Journal articles

ref_biblio

Anestis Antoniadis, Andrey Feuerverger, Paulo Gonçalves. Wavelet Based Estimation for Univariate Stable Laws. Annals of the Institute of Statistical Mathematics, 2006, 58 (4), pp.779--807. ⟨10.1007/s10463-006-0042-z⟩. ⟨hal-00397552⟩

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Conference papers

ref_biblio

Andre Pinheiro, Paulo Gonçalves, Hugo Carrão, Mário Caetano. A toolbox for multi-temporal analysis of satellite imagery. Proceedings of the 26th EARSeL Symposium, May 2006, Warsaw, Poland. ⟨inria-00570571⟩

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ref_biblio

Paulo Gonçalves, Hugo Carrão, Mário Caetano. Parametric model for intra-annual reflectance time series. Proceedings of the 26th EARSeL Symposium, May 2006, Warsaw, Poland. ⟨inria-00570577⟩

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ref_biblio

Hugo Carrão, Mário Caetano, Paulo Gonçalves. Meris based land cover characterization: a comparative study. Proceedings of the ASPRS international conference, May 2006, Reno (NV), United States. ⟨inria-00570568⟩

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ref_biblio

Hugo Carrão, Paulo Gonçalves, Mário Caetano. Use of intra-annual satellite imagery time-series for land cover characterization purpose. Proceedings of the 26th EARSeL Symposium, May 2006, Warsaw, Poland. ⟨inria-00570576⟩

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2005

Journal articles

ref_biblio

Julien Gosme, Cédric Richard, Paulo Gonçalves. Adaptive diffusion as a versatile tool for time-frequency and time-scale representations processing: a review. IEEE Transactions on Signal Processing, 2005, 53 (11), pp.4136--4146. ⟨inria-00570601⟩

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ref_biblio

Paulo Gonçalves, Rudolf Riedi. Diverging moments and parameter estimation. Journal of American Statistical Association, 2005, 100 (472), pp.1382--1393. ⟨inria-00570598⟩

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Conference papers

ref_biblio

Rudolf Riedi, Paulo Gonçalves. Diverging Moments, Wavelets and non-parametric Tail Estimation. Proceedings of Joint Statistical Meeting, Aug 2005, Minneapolis (MN), United States. ⟨inria-00570606⟩

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ref_biblio

Paulo Oliveira, Paulo Gonçalves, Mário Caetano. Land cover time profiles from linear mixture models applied to MODIS images. Proceedings of the 31st International Symposium on Remote Sensing of Environment, Jun 2005, St. Petersburg, Russia. ⟨inria-00570590⟩

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ref_biblio

Paulo Gonçalves, Hugo Carrão, André Pinheiro, Mário Caetano. Land cover classification with Support Vector Machine applied to MODIS imagery. Proceedings of the 25th EARSeL Symposium, Jun 2005, Porto, Portugal. ⟨inria-00570587⟩

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ref_biblio

Gabriel Rilling, Patrick Flandrin, Paulo Gonçalves. Empirical Mode Decomposition, Fractional Gaussian Noise and Hurst Exponent Estimation. IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Mar 2005, Philadelphia, United States. ⟨inria-00570581⟩

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Book sections

ref_biblio

Patrick Flandrin, Paulo Gonçalves, Gabriel Rilling. EMD Equivalent Filter Banks, from Interpretation to Applications. N. E. Huang and S. S. P. Shen. The Hilbert-Huang Transform and Its Applications, Interdisciplinary Mathematical Sciences, 2005. ⟨inria-00570595⟩

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ref_biblio

Jean-Philippe Ovarlez, Paulo Gonçalves, Richard Baraniuk. Analyse temps-fréquence quadratique {III} : {L}a classe affine et autres classes covariantes. F. Hlawatsch and F. Auger. Temps-Fréquence: concepts et outils, Hermès Sciences Publications, 2005. ⟨inria-00570592⟩

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Reports

ref_biblio

Paulo Gonçalves, Christophe Lenoir, Christophe Heymes, Bernard Swynghedauw, Christian Lavergne. Statistical Modelling of Cardiovascular Data. An Introduction to Linear Mixed Models. RR-5787, INRIA. 2005, pp.21. ⟨inria-00070234⟩

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2004

Journal articles

ref_biblio

Patrick Flandrin, Gabriel Rilling, Paulo Gonçalves. Empirical mode decomposition as a filter bank. IEEE Signal Processing Letters, 2004, 11 (2), pp.112-114. ⟨inria-00570615⟩

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ref_biblio

Jean-Baptiste Durand, Paulo Goncalvès, Yann Guédon. Computational methods for hidden Markov tree models - An application to wavelet trees.. IEEE Transactions on Signal Processing, 2004, 52 (9), pp.2551-2560. ⟨10.1109/TSP.2004.832006⟩. ⟨hal-00830078⟩

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ref_biblio

Patrick Flandrin, Paulo Gonçalves. Empirical Mode Decompositions as data-driven wavelet-like expansions. Int. J. of Wavelets, Multiresolution and Information Processing, 2004, 2 (4), pp.477-496. ⟨inria-00570611⟩

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Conference papers

ref_biblio

Julien Gosme, Cédric Richard, Paulo Gonçalves. Anisotropic diffusion equations for adaptive quadratic representations. Proceedings of Eusipco, Sep 2004, Wien, Austria. ⟨inria-00570616⟩

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ref_biblio

Patrick Flandrin, Paulo Gonçalves, Gabriel Rilling. Detrending and denoising with Empirical Mode Decompositions. Proceedings of Eusipco, Sep 2004, Wien, Austria. ⟨inria-00570614⟩

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ref_biblio

Julien Gosme, Cédric Richard, Paulo Gonçalves. Diffusion Equations for Adaptive Affine Distributions. Proceedings of Int. Conf. Acoustics Speech and Signal Processing, May 2004, Montréal, Canada. ⟨10.1109/ICASSP.2004.1326336⟩. ⟨inria-00570617⟩

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Jean-Baptiste Durand, Paulo Gonçalves, Yann Guédon. Arbres de Markov cachés : inférence et applications. Proceedings of XXXVI èmes Journées de Statistique, May 2004, Montpellier, France. ⟨inria-00570624⟩

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2003

Conference papers

ref_biblio

Patrick Flandrin, Paulo Gonçalves. Sur la décomposition modale empirique. Proceedings of the 19th Colloquium GRETSI, Sep 2003, Paris, France. ⟨inria-00570626⟩

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ref_biblio

Gabriel Rilling, Patrick Flandrin, Paulo Gonçalves. On empirical mode decomposition and its algorithms. Proceedings of IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing NSIP-03, Jun 2003, Grado, Italy. ⟨inria-00570628⟩

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2002

Conference papers

ref_biblio

Julien Gosme, Paulo Gonçalves, Cédric Richard, Régis Lengellé. Adaptive diffusion and discriminant analysis for complexity control of time-frequency detectors. Proc. XI European Signal Processing Conference, Sep 2002, Toulouse, France. ⟨inria-00570631⟩

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Book sections

ref_biblio

Patrick Flandrin, Paulo Gonçalves, Patrice Abry. Invariance d'échelle et ondelettes. P. Abry, P Gonçalves and J. Lévy Véhel. Lois d'échelle, Fractales et Ondelettes, 2, Hermès Sciences Publications, pp.19-51, 2002, Information - Commande - Communication. ⟨inria-00570633⟩

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Books

ref_biblio

Patrice Abry, Paulo Gonçalves, Jacques Lévy Véhel. Lois d'Echelle, Fractales et Ondelettes. Hermès Sciences Publications, 1 & 2, pp.272 & 269, 2002, Information - Commande - Communication. ⟨inria-00570634⟩

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Reports

ref_biblio

Paulo Gonçalves, Rudolf Riedi. Diverging Moments and Parameter Estimation. [Research Report] RR-4647, INRIA. 2002. ⟨inria-00071938⟩

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2001

Journal articles

ref_biblio

Christophe Baillard, Paulo Gonçalves, Laurence Mangin, Bernard Swynghedauw, Pascale Mansier. Use of time frequency analysis to follow transitory modulation of the cardiac autonomic system in clinical studies. Autonomic Neuroscience: Basic and Clinical, 2001, 90 (1), pp.24-28. ⟨10.1016/S1566-0702(01)00263-6⟩. ⟨hal-00924221⟩

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Reports

ref_biblio

Jean-Baptiste Durand, Paulo Gonçalves. Statistical Inference for Hidden Markov Tree Models and Application to Wavelet Trees. [Research Report] RR-4248, INRIA. 2001. ⟨inria-00072339⟩

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2000

Conference papers

ref_biblio

Paulo Gonçalves. Existence test of moments: Application to Multifractal Analysis. Proceedings Int. Conf. on Telecommunications, May 2000, Acapulco, Mexico. ⟨inria-00570638⟩

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Books

ref_biblio

François Auger, Patrick Flandrin, Paulo Gonçalves. Time-frequency in action with Matlab. Freeware tutorial, pp.120, 2000. ⟨inria-00570637⟩

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1999

Journal articles

ref_biblio

Martin Pasquier, Paulo Gonçalves, Richard Baraniuk. Hybrid Linear/Bilinear Time-Scale Analysis. IEEE Transactions on Signal Processing, 1999, 47 (1), pp.254-259. ⟨inria-00570643⟩

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Conference papers

ref_biblio

Paulo Gonçalves, Rudolf Riedi. Wavelet Analysis of Fractional Brownian Motion in Multifractal Time. Proceedings of the 17th Colloquium GRETSI, Sep 1999, Vannes, France. ⟨inria-00570641⟩

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1998

Journal articles

ref_biblio

Paulo Gonçalves, Richard Baraniuk. Pseudo Affine Wigner Distributions : Definition and Kernel Formulation. IEEE Transactions on Signal Processing, 1998, 46 (6), pp.2305-2314. ⟨inria-00570647⟩

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Conference papers

ref_biblio

Paulo Gonçalves, Rudolf Riedi, Richard Baraniuk. A Simple Statistical Analysis of Wavelet-based Multifractal Spectrum Estimation. Proceedings of the 32nd Conference on Signals, Systems and Computers, Nov 1998, Asilomar, United States. ⟨inria-00570645⟩

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ref_biblio

Paulo Gonçalves, Etienne Payot. Adaptive Diffusion Equation for Time Frequency Representations. IEEE Digital Signal Processing Workshop, Aug 1998, Utah, United States. ⟨inria-00570646⟩

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1997

Conference papers

ref_biblio

Paulo Gonçalves, Patrick Flandrin, Eric Chassande-Mottin. Time-Frequency Methods in Time Series Data Analysis. Proceedings of Gravitational Wave Data Analysis Workshop 2, Sep 1997, Paris, France. pp.35-46. ⟨inria-00570651⟩

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ref_biblio

Don H. Johnson, Paulo Gonçalves, Richard Baraniuk. Improved Type-Based Detection of Analog Signals. IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Apr 1997, Munich, Germany. ⟨inria-00570654⟩

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ref_biblio

Paulo Gonçalves, Patrice Abry. Multiple Window Wavelet Transform and Local Scaling Estimation. IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Apr 1997, Munich, Germany. ⟨inria-00570652⟩

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1996

Journal articles

ref_biblio

Paulo Gonçalves, Richard Baraniuk. A pseudo-Bertrand distribution for time-scale analysis. IEEE Signal Processing Letters, 1996, pp.82-84. ⟨inria-00570658⟩

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ref_biblio

Patrick Flandrin, Paulo Gonçalves. Geometry of affine time-frequency distributions. Applied and Computational Harmonic Analysis, 1996, 3, pp.10-39. ⟨inria-00570660⟩

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Conference papers

ref_biblio

Martin Pasquier, Paulo Gonçalves, Richard Baraniuk. Hybrid Linear/Bilinear Time-Scale Analysis. 3rd IEEE Sig. process. Int. Symposium on Time-Frequency and Time-Scale Analysis, Jun 1996, Paris, France. ⟨inria-00570661⟩

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ref_biblio

Paulo Gonçalves, Richard Baraniuk. Pseudo Affine Wigner Distributions. IEEE, Int. Conf. on Acoust., Speech and Signal Proc., Apr 1996, Atlanta, United States. ⟨inria-00570657⟩

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1995

Book sections

ref_biblio

Patrice Abry, Paulo Gonçalves, Patrick Flandrin. Wavelets, spectrum analysis and 1/f processes. A. Antoniadis. Wavelets and statistics, Springer, 1995, Lecture Notes in Statistics. ⟨inria-00570663⟩

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1994

Conference papers

ref_biblio

Patrick Flandrin, Paulo Gonçalves. Geometry of affine distributions. IEEE, Int. Symp. Time- Frequency and Time-Scale Analysis, May 1994, Philadelphia, United States. pp.80-83. ⟨inria-00570664⟩

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ref_biblio

Paulo Gonçalves, Patrick Flandrin. Distributions affines: de la géométrie des interférences à la localisation des distributions. Proceedings of Colloque Transformée en Ondelettes et Multirésolution, Mar 1994, Lyon (INSA), France. ⟨inria-00570665⟩

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1993

Conference papers

ref_biblio

Paulo Gonçalves, Patrick Flandrin. Sur la localisation et la géométrie des distributions affines. Proceeding of the 14th colloquium GRETSI, Sep 1993, Juan-Les-Pins, France. ⟨inria-00572336⟩

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ref_biblio

Patrice Abry, Paulo Gonçalves, Patrick Flandrin. Wavelet-based spectral analysis of 1/f processes. IEEE, Int. Conf. on Acoust., Speech and Signal Proc., Apr 1993, Minneapolis (MN), United States. ⟨inria-00572338⟩

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Theses

ref_biblio

Paulo Gonçalves. Représentations Temps-Fréquence et Temps-Echelle Bilinéaires: Synthèse et Contributions. Traitement du signal et de l'image [eess.SP]. Institut National Polytechnique de Grenoble - INPG, 1993. Français. ⟨NNT : ⟩. ⟨tel-00572335⟩

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1992

Conference papers

ref_biblio

Paulo Gonçalves, Patrick Flandrin. Bilinear time-scale analysis applied to local scaling exponents estimation. Progress in Wavelet Analysis and Applications, Y. Meyer and S. Roques, Jun 1992, Toulouse, France. pp.271--276. ⟨inria-00572344⟩

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ref_biblio

Paulo Gonçalves, Patrick Flandrin. Scaling exponents estimation from time-scale energy distributions. IEEE, Int. Conf. on Acoust., Speech and Signal Proc., Apr 1992, San Francisco (CA), United States. pp.V.157-V.160. ⟨inria-00572347⟩

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Book sections

ref_biblio

Patrick Flandrin, Paulo Gonçalves. From wavelets to time-scale energy distributions. G. W. LL. Schumaker. Recent Advances in the Theory of wavelets, Academic Press, pp.309--334, 1992. ⟨inria-00572341⟩

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