
Pierre Borgnat
151
Documents
Publications
Publications
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PASCO (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms2024
Pré-publication, Document de travail
hal-04837207
v1
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Longitudinal Modularity, a Modularity for Link Streams2024
Pré-publication, Document de travail
hal-04731945
v1
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Deep Learning based Extreme Heatwave Forecast2020
Pré-publication, Document de travail
hal-03173811
v1
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Asymptotic control of FWER under Gaussian assumption: application to correlation tests2020
Pré-publication, Document de travail
hal-02883720
v1
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Sparse tensor dimensionality reduction with application to clustering of functional connectivity2019
Pré-publication, Document de travail
hal-02154903
v1
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Evolutions of Individuals Use of Lyon's Bike Sharing System2019
Pré-publication, Document de travail
hal-02123929
v1
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Analytic signal in many dimensions2018
Pré-publication, Document de travail
hal-01877403
v1
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Trend Filtering via Empirical Mode Decompositions2011
Pré-publication, Document de travail
ensl-00565293
v2
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Coarsened Spectral ClusteringNetSci 2024, Jun 2024, Québec (CA), Canada
Communication dans un congrès
hal-04732048
v1
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Learning smooth graphs with sparse temporal variations to explore long-term financial trends32st European Signal Processing Conference (EUSIPCO), EURASIP, Aug 2024, Lyon, France
Communication dans un congrès
hal-04731912
v1
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Clustering with Simplicial ComplexesEUSIPCO 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-04227080
v1
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Expliquer la classification d'expression de gènes par la méthode des gradients intégrésGRETSI, 29e Colloque sur le traitement du signal et des images, GRETSI, Aug 2023, Grenoble, France. pp.1233-1236
Communication dans un congrès
hal-04226971
v1
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Mosaic benchmark networks: Modular link streams for testing dynamic community detection algorithmsComplex Networks And Applications 2023, Nov 2023, Menton, France. ⟨10.48550/arXiv.2310.02840⟩
Communication dans un congrès
hal-04236873
v1
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Un algorithme matriciel pour le calcul des composantes connectées d'un réseau complexe temporel29e Colloque GRETSI sur le traitement du signal et des image, GRETSI, Aug 2023, Grenoble, France. pp.1181-118
Communication dans un congrès
hal-04227004
v1
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A Simple Way to Learn Metrics Between Attributed GraphsProceedings of the First Learning on Graphs Conference (LoG 2022),, Dec 2022, Virtual Event (Republic of Korea), France
Communication dans un congrès
hal-04227049
v1
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Detecting global financial crises over history: A multivariate nonlinear denoising strategyWorld Economic History Conference Paris, Jul 2022, Paris, France
Communication dans un congrès
hal-04926362
v1
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Transformée de Laplace Inverse multi-échelle pour l'analyse de signaux non stationnaires de Diffusion Dynamique de la LumièreColloque GRETSI - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03858162
v1
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Problème inverse pour la localisation de tags RFID situés en zones immergéesGRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès
hal-03858189
v1
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Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain AdaptationICTAI 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-03353622
v1
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Multiview Variational Graph Autoencoders for Canonical Correlation AnalysisICASSP 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-03435998
v1
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Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity EstimationICASSP 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-02459821
v1
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Temporarily Activated Patterns for Multi-trial Functional Connectivity DataASPAI (2nd International Conference on Advances in Signal Processing and Artificial Intelligence), Nov 2020, Berlin, Germany
Communication dans un congrès
hal-04926439
v1
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Graph Diffusion Wasserstein DistancesECML 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-02795056
v1
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Transport Optimal entre Graphes exploitant la Diffusion de la ChaleurCAP 2020 - Conférence sur l'Apprentissage Automatique, Nov 2020, Vannes, France
Communication dans un congrès
hal-02794961
v1
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COVID-19 Reproduction Number Estimation: Spatial and Temporal in Convex Optimization to Promote Piecewise SmoothnessCCS 2020 - Conference on Complex Systems, Dec 2020, online, Greece. pp.1
Communication dans un congrès
hal-03435991
v1
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Extraction of functional dynamic networks describing patient's epileptic seizuresCCS 2020 - Conference on Complex Systems, Dec 2020, Palma de Majorque, Spain. pp.1
Communication dans un congrès
hal-02997377
v1
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Segmentation de corrélations par débruitage pour explorer l'intégration financière internationaleGRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Communication dans un congrès
hal-02399351
v1
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Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelleGRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
Communication dans un congrès
hal-02154888
v1
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Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec AttributsGRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
Communication dans un congrès
hal-02154883
v1
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Sparse tensor dimensionality reduction with application to clustering of functional connectivityWavelets and Sparsity XVIII, Aug 2019, San Diego, United States. pp.22, ⟨10.1117/12.2529595⟩
Communication dans un congrès
hal-02399385
v1
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Wavelet-based graph inference using multiple testingSPIE Optical Engineering + Applications, Wavelets and Sparsity XVIII, Aug 2019, San Diego, Californie, United States. ⟨10.1117/12.2529193⟩
Communication dans un congrès
hal-02399391
v1
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MODELING SIGNALS OVER DIRECTED GRAPHS THROUGH FILTERING2018 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-02399335
v1
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Multidimensional analytic signal with application on graphsSSP 2018 - IEEE Workshop on Statistical Signal Processing, IEEE, Jun 2018, Freiburg, Germany. pp.1-5
Communication dans un congrès
hal-01878753
v1
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Multiresolution analysis of functions on directed networksWavelets and Sparsity XVII, Aug 2017, San diego, United States. pp.103941Q, ⟨10.1117/12.2274341⟩
Communication dans un congrès
cea-01809220
v1
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Using Degree Constrained Gravity Null-Models to understand the structure of journeys' networks in Bicycle Sharing SystemsESANN 2017 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Communication dans un congrès
hal-01500352
v1
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Enhancing Space-Aware Community Detection Using Degree Constrained Spatial Null ModelCompleNet 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-01500354
v1
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Processing, mining and visualizing massive urban dataESANN2017, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium. 10p
Communication dans un congrès
hal-01570792
v1
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Accelerated spectral clustering using graph filtering of random signals41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China
Communication dans un congrès
hal-01243682
v2
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Texture classification of photographic papers: improving spectral clustering using filterbanks on graphs25eme 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-01518069
v1
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Une ou deux composantes : la réponse de l'analyse spectrale singulièreGRETSI, Sep 2015, Lyon, France
Communication dans un congrès
hal-02465305
v1
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Random Projection and Multiscale Wavelet Leader Based Anomaly Detection and Address Identification in Internet Traffic40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), Apr 2015, Brisbane, Australia. pp. 1-5
Communication dans un congrès
hal-01511891
v1
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Multiscale Anisotropic Texture Unsupervised Clustering for Photographic Paper7th IEEE International Workshop on Information Forensics and Security (WIFS 2015), Nov 2015, Rome, Italy. pp. 1-6
Communication dans un congrès
hal-01511889
v1
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Community mining with graph filters for correlation matricesAsilomar Conference on Signals, Systems, and Computers, Nov 2015, Monterey (CA), United States
Communication dans un congrès
hal-01245926
v2
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Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'vColloque GRETSI 2015, Sep 2015, Lyon, France
Communication dans un congrès
hal-01199256
v1
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Nonnegative matrix factorization to find features in temporal networks2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.SPTM-P4.1
Communication dans un congrès
ensl-00989760
v1
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A new nonparametric method for testing stationarity based on trend analysis in the time marginal distributionICASSP 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-01128405
v1
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Data comparison using Gaussian Graphical ModelsICSP 2014 - 12th IEEE International Conference on Signal Processing, Oct 2014, Hangzhou, China
Communication dans un congrès
hal-01090202
v1
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Estimation bayésienne asymptotique de la structure d'un graphe initialisée par Graphical lassoGRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. pp.ID370
Communication dans un congrès
hal-00881502
v1
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Networks as Signals, with an Application to Bike Sharing SystemGlobalSIP 2013, Dec 2013, Austin, United States. pp.IPN.PB.8
Communication dans un congrès
ensl-00875187
v1
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Transformation de graphes dynamiques en signaux non stationnairesColloque GRETSI 2013, Sep 2013, Brest, France. pp.251
Communication dans un congrès
ensl-00875085
v1
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Tracking of a dynamic graph using a signal theory approach : application to the study of a bike sharing systemECCS'13, Sep 2013, Barcelone, Spain. pp.101
Communication dans un congrès
ensl-00875089
v1
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Hurst Exponent IntraPartum Fetal Heart Rate: Impact of DecelerationsCBMS 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-00924133
v1
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A Multicomponent proximal algorithm for Empirical Mode DecompositionEuropean Signal Processing Conference (EUSIPCO), Aug 2012, Bucharest, Romania. pp.x+5
Communication dans un congrès
hal-00826824
v1
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A modified time-frequency method for testing wide-sense stationarityICASSP 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-00799735
v1
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Peut-on attraper les utilisateurs de Vélo'v au Lasso ?XXIIe Colooque GRETSI. Traitement du Signal et des Images, GRETSI, 2011, Bordeaux, France
Communication dans un congrès
halshs-01314675
v1
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MAWILab : Combining Diverse Anomaly Detectors for Automated Anomaly Labeling and Performance BenchmarkingACM CoNEXT 2010, Nov 2010, Philadelphia, United States
Communication dans un congrès
ensl-00552071
v1
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Time-Varying Spectrum Estimation of Uniformly Modulated Processes by Means of Surrogate Data and Empirical Mode DecompositionIEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP-10, Mar 2010, Dallas, Texas, United States
Communication dans un congrès
ensl-00476007
v1
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Statistical hypothesis testing with time-frequency surrogates to check signal stationarityIEEE 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-00476017
v1
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Characteristics of the Dynamic of Mobile Networks4th 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-00475969
v1
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Uncovering Relations Between Traffic Classifiers and Anomaly Detectors via Graph TheoryCOST-TMA (Traffic Measurement & Analysis) Workshop 2010, Apr 2010, Zurich, Switzerland. pp.101-114
Communication dans un congrès
ensl-00476021
v1
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Sur la caractérisation de non-stationnarités par la méthode des substitutsXXIIe Colloque GRETSI - Traitement du Signal et des Images 2009, GRETSI, Sep 2009, Dijon, France
Communication dans un congrès
ensl-00420577
v1
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Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle programECCS'09, Sep 2009, Warwick, United Kingdom
Communication dans un congrès
ensl-00408150
v1
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Modélisation statistique cyclique des locations de Vélo'v à LyonXXIIe Colloque GRETSI - Traitement du Signal et des Images 2009, GRETSI, Sep 2009, Dijon, France
Communication dans un congrès
ensl-00420578
v1
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Towards Systematic Traffic AnnotationCoNEXT'09 Student Workshop, Dec 2009, Roma, Italy
Communication dans un congrès
ensl-00475933
v1
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On the role of flows and sessions in Internet traffic modeling: an explorative toy-modelIEEE GLOBECOM 2009, IEEE, Nov 2009, Honolulu, Hawaii, United States
Communication dans un congrès
ensl-00476002
v1
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Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Efficient Data AggregationIEEE 3rd International Workshop on Practical Applications of Sensor Networking, Jul 2009, Seattle, United States
Communication dans un congrès
inria-00398802
v1
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Seven Years and One Day: Sketching the Evolution of Internet TrafficProceedings of the 28th IEEE INFOCOM 2009, Rio, Brazil. pp.711-719
Communication dans un congrès
ensl-00290756
v3
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Time-Frequency Learning Machines For NonStationarity Detection Using SurrogatesSSP'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-00420575
v1
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Studying Lyon's Vélo'V: A Statistical Cyclic ModelECCS'09, University of Warwick, Sep 2009, Warwick, United Kingdom
Communication dans un congrès
ensl-00408147
v1
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Live E! Sensor Network: Correlations in Time and SpaceXXIIe Colloque GRETSI - Traitement du Signal et des Images, Sep 2009, Dijon, France
Communication dans un congrès
inria-00398800
v1
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Towards practical large-eddy simulations of complex turbulent flows12th EUROMECH European Turbulence Conference, Sep 2009, Marburg, Germany
Communication dans un congrès
ensl-00420589
v1
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Description and simulation of dynamic mobility networksDynamics on and of Complex Networks – II, Sep 2008, Jerusalem, Israel
Communication dans un congrès
inria-00397375
v1
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A Methodology to Identify Characteristics of the Dynamic of Mobile NetworksACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Nov 2008, Bangkok, Thailand
Communication dans un congrès
inria-00397374
v1
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Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in Internet TrafficIEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-08, IEEE, Mar 2008, Las Vegas, United States
Communication dans un congrès
ensl-00290724
v1
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Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle9 ième Atelier en Evaluation de Performances, Jun 2008, Aussois, France
Communication dans un congrès
inria-00570525
v1
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Sparse time-frequency distributions of chirps from a compressed sensing perspective8th IMA International Conference on Mathematics in Signal Processing, IMA, Dec 2008, Cirencester, United Kingdom
Communication dans un congrès
ensl-00358777
v1
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Time-Frequency Surrogates for Nonstationary Signal Analysis8th IMA International Conference on Mathematics in Signal Processing, IMA, Cirencester, United Kingdom
Communication dans un congrès
ensl-00338234
v1
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Testing Stationarity with Time-Frequency Surrogates15th European Signal Processing Conference EUSIPCO-2007, EURASIP, Sep 2007, Poznan, Poland
Communication dans un congrès
ensl-00175965
v1
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Extracting Hidden Anomalies using Sketch and Non Gaussian Multiresolution Statistical Detection ProceduresACM SIGCOMM 2007 Workshop on Large-Scale Attack Defense (LSAD), Aug 2007, Kyoto, Japan
Communication dans un congrès
ensl-00177654
v1
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Testing Stationarity with Surrogates — A One-Class SVM Approach2007 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-00175481
v1
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Identification d'anomalies statistiques dans le trafic internet par projections aléatoires multirésolutions21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007, Sep 2007, Troyes, France. pp.505-508
Communication dans un congrès
ensl-00177644
v1
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Sur un test temps-fréquence de stationnarité21e 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-00175966
v1
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Base de traces d'anomalies légitimes et illégitimesSAR-SSI 2007 - 2nd Conference on Security in Network Architectures and Information Systems, Jun 2007, Annecy, France. 16 p
Communication dans un congrès
hal-00349423
v1
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Sketch based Anomaly Detection, Identification and Performance EvaluationSAINT 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-00175474
v1
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Non Gaussian and Long Memory Statistical Modeling of Internet Traffic4th 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-00175418
v1
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Détection d'attaques de Dénis de Service par un modèle non gaussien multirésolutionCFIP 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-00111928
v1
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On Sampling Methods for Linear Scale-Invariant SystemsIEEE 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-00129551
v1
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D'etection d'attaques de "D'eni de Services" : ruptures dans les statistiques du traficGRETSI 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-00691916
v1
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Détection d'attaques de « Déni de Services » : ruptures dans les statistiques du trafic20e Colloque sur le Traitement du Signal et des Images. GRETSI-2005, Association GRETSI, Sep 2005, Louvain-la-Neuve, Belgique
Communication dans un congrès
ensl-00175963
v1
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Stochastic discrete scale invariance: Renormalization group operators and Iterated Function SystemsIMA Conference on Mathematics in Signal Processing V, IMA, Dec 2004, Cirencester, United Kingdom
Communication dans un congrès
ensl-00175964
v1
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Transformation from Graphs to Signals and BackVertex-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-01949745
v1
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Design of graph filters and filterbanksPetar 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-01675375
v1
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A Dynamical Network View of Lyon's Vélo'v Shared Bicycle SystemA. 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-01339131
v1
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Time-Frequency Learning Machines For NonStationarity Detection Using SurrogatesMichael 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-02967833
v1
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Evolving networksMining 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-01301647
v1
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Discovering the structure of complex networks: Implementation and Complexity of the heuristic MACH[Technical Report] Laboratoire de Physique, CNRS 5672; LIRIS UMR CNRS 5205. 2015
Rapport
(rapport technique)
ensl-01160737
v1
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Relabeling nodes according to the structure of the graph2013
Rapport
ensl-00878041
v1
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Investigating self-similarity and heavy tailed distributions on a large scale experimental facility[Research Report] RR-6472, INRIA. 2008, pp.27
Rapport
(rapport de recherche)
inria-00263634
v2
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Non Gaussian and long memory statistical characterisations for Internet traffic with anomalies[Research Report] LIP RR-2005-35, Laboratoire de l'informatique du parallélisme. 2005, 2+21p
Rapport
(rapport de recherche)
hal-02102189
v1
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Mathématiques pour l'agrégationDunod, pp.736, 2007
Ouvrages
inria-00173250
v1
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Modèles et outils pour les invariances d'échelle brisées: variations sur la transformation de Lamperti et contributions aux modèles statistiques de vortex en turbulenceDynamique des Fluides [physics.flu-dyn]. Ecole normale supérieure de lyon - ENS LYON, 2002. Français. ⟨NNT : ⟩
Thèse
tel-00005246
v1
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