Pierre Borgnat
Orcid: 0000-0003-4536-8354
According to our database1,
Pierre Borgnat
authored at least 103 papers
between 2002 and 2024.
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Bibliography
2024
A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches.
CoRR, 2024
2023
Studying Limits of Explainability by Integrated Gradients for Gene Expression Models.
CoRR, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Mosaic Benchmark Networks: Modular Link Streams for Testing Dynamic Community Detection Algorithms.
Proceedings of the Complex Networks & Their Applications XII, 2023
2022
Probabilistic forecasts of extreme heatwaves using convolutional neural networks in a regime of lack of data.
CoRR, 2022
Proceedings of the Learning on Graphs Conference, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Signal Process., 2021
Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Multiplex Network Inference With Sparse Tensor Decomposition for Functional Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2020
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening.
Algorithms, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Regularized Partial Phase Synchrony Index Applied to Dynamical Functional Connectivity Estimation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Signal Process. Lett., 2019
2018
The Sliding Singular Spectrum Analysis: A Data-Driven Nonstationary Signal Decomposition Tool.
IEEE Trans. Signal Process., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
2017
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
IEEE Trans. Intell. Transp. Syst., 2017
BMC Bioinform., 2017
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
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
2016
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
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
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
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
IEEE Trans. Image Process., 2014
Empirical mode decomposition revisited by multicomponent non-smooth convex optimization.
Signal Process., 2014
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
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
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
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
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
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
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
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
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Adv. Complex Syst., 2011
Trend Filtering: Empirical Mode Decompositions versus ℓ<sub>1</sub> and Hodrick-Prescott.
Adv. Data Sci. Adapt. Anal., 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Trans. Signal Process., 2010
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
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
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
Proceedings of the 5th international student workshop on Emerging networking experiments and technologies, 2009
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
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
Proceedings of the IEEE International Conference on Acoustics, 2008
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
Extracting hidden anomalies using sketch and non Gaussian multiresolution statistical detection procedures.
Proceedings of the 2007 Workshop on Large Scale Attack Defense, 2007
Invited Talk: Sketch Based Anomaly Detection, Identification and Performance Evaluation.
Proceedings of the 2007 International Symposium on Applications and the Internet, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2002