Pierre Borgnat

According to our database1, Pierre Borgnat authored at least 88 papers between 2006 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Multiview Variational Graph Autoencoders for Canonical Correlation Analysis.
CoRR, 2020

Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening.
Algorithms, 2020

Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
An Improved Stationarity Test Based on Surrogates.
IEEE Signal Process. Lett., 2019

Learning Combination of Graph Filters for Graph Signal Modeling.
IEEE Signal Process. Lett., 2019

Solving NMF with smoothness and sparsity constraints using PALM.
CoRR, 2019

2018
The Sliding Singular Spectrum Analysis: A Data-Driven Nonstationary Signal Decomposition Tool.
IEEE Trans. Signal Process., 2018

A nonparametric test for slowly-varying nonstationarities.
Signal Process., 2018

Evolutions of Individuals Use of Lyon's Bike Sharing System.
CoRR, 2018

Multidimensional Analytic Signal with Application on Graphs.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Modeling Signals over Directed Graphs Through Filtering.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation.
IEEE Trans. Signal Inf. Process. over Networks, 2017

Scaling in Internet Traffic: A 14 Year and 3 Day Longitudinal Study, With Multiscale Analyses and Random Projections.
IEEE/ACM Trans. Netw., 2017

Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories.
IEEE Trans. Intell. Transp. Syst., 2017

Analytic signal in many dimensions.
CoRR, 2017

Design of graph filters and filterbanks.
CoRR, 2017

Multi-scale structural community organisation of the human genome.
BMC Bioinform., 2017

Online Empirical Mode Decomposition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Using degree constrained gravity null-models to understand the structure of journeys' networks in bicycle sharing systems.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Processing, mining and visualizing massive urban data.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016
Subgraph-Based Filterbanks for Graph Signals.
IEEE Trans. Signal Process., 2016

Extraction of Temporal Network Structures From Graph-Based Signals.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum.
J. Complex Networks, 2016

Accelerated spectral clustering using graph filtering of random signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Multiscale Anisotropic Texture Analysis and Classification of Photographic Prints: Art scholarship meets image processing algorithms.
IEEE Signal Process. Mag., 2015

Duality between Temporal Networks and Signals: Extraction of the Temporal Network Structures.
CoRR, 2015

From graphs to signals and back: Identification of network structures using spectral analysis.
CoRR, 2015

Multiscale anisotropic texture unsupervised clustering for photographic paper.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Estimating link-dependent Origin-Destination matrices from sample trajectories and traffic counts.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Random projection and multiscale wavelet leader based anomaly detection and address identification in internet traffic.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On Wigner-based sparse time-frequency distributions.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

Joint filtering of graph and graph-signals.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Community mining with graph filters for correlation matrices.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Graph Wavelets for Multiscale Community Mining.
IEEE Trans. Signal Process., 2014

2D Prony-Huang Transform: A New Tool for 2D Spectral Analysis.
IEEE Trans. Image Process., 2014

Empirical mode decomposition revisited by multicomponent non-smooth convex optimization.
Signal Process., 2014

Network application profiling with traffic causality graphs.
Int. J. Netw. Manag., 2014

Heuristic for solving cyclic bandwidth sum problem by following the structure of the graph.
CoRR, 2014

A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution.
Proceedings of the IEEE International Conference on Acoustics, 2014

2D Hilbert-Huang Transform.
Proceedings of the IEEE International Conference on Acoustics, 2014

Nonnegative matrix factorization to find features in temporal networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Graph Empirical Mode Decomposition.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Synoptic Graphlet: Bridging the Gap Between Supervised and Unsupervised Profiling of Host-Level Network Traffic.
IEEE/ACM Trans. Netw., 2013

Trend filtering via empirical mode decompositions.
Comput. Stat. Data Anal., 2013

Strip, bind, and search: a method for identifying abnormal energy consumption in buildings.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

Mining anomalous electricity consumption using Ensemble Empirical Mode Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Multiscale community mining in networks using the graph wavelet transform of random vectors.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Networks as signals, with an application to a bike sharing system.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Multiscale community mining in networks using spectral graph wavelets.
Proceedings of the 21st European Signal Processing Conference, 2013

Instantaneous counting of components in nonstationary signals.
Proceedings of the 21st European Signal Processing Conference, 2013

Hurst exponent and intrapartum fetal heart rate: Impact of decelerations.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Bootstrapping under constraint for the assessment of group behavior in human contact networks
CoRR, 2012

A modified time-frequency method for testing wide-sense stationarity.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Gap-filling by the empirical mode decomposition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Using surrogates and optimal transport for synthesis of stationary multivariate series with prescribed covariance function and non-gaussian joint-distribution.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A multicomponent proximal algorithm for Empirical Mode Decomposition.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Stationnarité relative et approches connexes.
Traitement du Signal, 2011

Shared Bicycles in a City: a Signal Processing and Data Analysis Perspective.
Adv. Complex Syst., 2011

Trend Filtering: Empirical Mode Decompositions versus ℓ<sub>1</sub> and Hodrick-Prescott.
Adv. Data Sci. Adapt. Anal., 2011

Transitional surrogates.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Time-frequency energy distributions meet compressed sensing.
IEEE Trans. Signal Process., 2010

Testing stationarity with surrogates: a time-frequency approach.
IEEE Trans. Signal Process., 2010

Investigating Self-Similarity and Heavy-Tailed Distributions on a Large-Scale Experimental Facility.
IEEE/ACM Trans. Netw., 2010

Foreword to the special issue on traffic modeling, its computations and applications.
Telecommun. Syst., 2010

Revisiting an old friend: on the observability of the relation between long range dependence and heavy tail.
Telecommun. Syst., 2010

Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification.
IEEE Signal Process. Lett., 2010

Unsupervised host behavior classification from connection patterns.
Int. J. Netw. Manag., 2010

Uncovering Relations between Traffic Classifiers and Anomaly Detectors via Graph Theory.
Proceedings of the Traffic Monitoring and Analysis, Second International Workshop, 2010

Statistical hypothesis testing with time-frequency surrogates to check signal stationarity.
Proceedings of the IEEE International Conference on Acoustics, 2010

Time-varying spectrum estimation of uniformly modulated processes by means of surrogate data and empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2010

MAWILab: combining diverse anomaly detectors for automated anomaly labeling and performance benchmarking.
Proceedings of the 2010 ACM Conference on Emerging Networking Experiments and Technology, 2010

2009
Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Data Aggregation.
Proceedings of the Ninth Annual International Symposium on Applications and the Internet, 2009

Seven Years and One Day: Sketching the Evolution of Internet Traffic.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

On the Role of Flows and Sessions in Internet Traffic Modeling: An Explorative Toy-Model.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Towards systematic traffic annotation.
Proceedings of the 5th international student workshop on Emerging networking experiments and technologies, 2009

Characteristics of the Dynamic of Mobile Networks.
Proceedings of the Bioinspired Models of Network, Information, and Computing Systems, 2009

Combining multiresolution and random projections for robust statistical analysis and anomaly detection.
Proceedings of the AINTEC '09, 2009

2008
Description and simulation of dynamic mobility networks.
Comput. Networks, 2008

Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in internet traffic.
Proceedings of the IEEE International Conference on Acoustics, 2008

Time-frequency localization from sparsity constraints.
Proceedings of the IEEE International Conference on Acoustics, 2008

A methodology to identify characteristics of the dynamic of mobile networks.
Proceedings of the AINTEC '08, 2008

2007
Non-Gaussian and Long Memory Statistical Characterizations for Internet Traffic with Anomalies.
IEEE Trans. Dependable Secur. Comput., 2007

Une caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies: validation expérimentale et application à la détection d'attaque de DDoS/Non Gaussian Long Memory Model for Internet Traffic: Experimental Validation and Application to DDoS Detection.
Ann. des Télécommunications, 2007

Invited Talk: Sketch Based Anomaly Detection, Identification and Performance Evaluation.
Proceedings of the 2007 International Symposium on Applications and the Internet, 2007

Evolving networks.
Proceedings of the Mining Massive Data Sets for Security, 2007

Testing stationarity with time-frequency surrogates.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
On Sampling Methods for Linear Scale-Invariant Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006


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