QUELQUES ARTICLES SOUMIS ou RECENTS / Some Submitted or Recent articles
"Gap-Filling by the Empirical Mode Decomposition" Azadeh Moghtaderi, Pierre Borgnat, Patrick Flandrin, submitted to ICASSP-2012 (09/2011).
"A Modified Time-Frequency Method for Testing Wide-Sense Stationarity" Douglas Baptista de Souza, Jocelyn Chanussot, Anne-Catherine Favre, Pierre Borgnat, submitted to ICASSP-2012 (09/2011).
"Using Surrogates and Optimal Transport for Synthesis of Stationary Multivariate Series
with Prescribed Covariance Function and non-Gaussian Joint-Distribution"
Pierre Borgnat, Patrice Abry, Patrick Flandrin
submitted to ICASSP-2012 (09/2011).
Matlab codes associetd to this article:
Download Codes
These scripts and functions implement the algorithms and examples.
[C] "Time-Frequency Learning Machines For NonStationarity Detection Using Surrogates" Pierre Borgnat, Patrick Flandrin, Cédric Richard, André Ferrari, Hassan Amoud, Paul Honeine, Chapter in Data Mining and Machine Learning for Astronomical Applications K. Ali, A. Srivastava, J.D. Scargle, M.J. Way eds., to be published by Chapman & Hall/CRC Press, 2011.
[J] ``Generalized selfsimilar stochastic process with stationary increments'', Pepa Ramirez-Cobo, Pierre-Olivier Amblard, Pierre Borgnat, Patrick Flandrin, submitted 2010.
ARTICLES DANS DES JOURNAUX À COMITÉ DE LECTURE / Papers in refereed journals
-- 2011--
[J21] "Trend Filtering via Empirical Mode Decompositions", Azadeh Moghtaderi, Patrick Flandrin, Pierre Borgnat, Computational Statistics & Data Analysis, In Press, Corrected Proof, Available online 2 June 2011. doi:10.1016/j.csda.2011.05.015.
[J20] ``Trend Filtering: Empirical Mode Decompositions vs. $\ell_1$ and Hodrick-Prescott'' Azadeh Moghtaderi, Pierre Borgnat, Patrick Flandrin, Advances in Adaptive Data Analysis, Vol. 3, No. 1-2, p. 41-61, 2011. doi:10.1142/S1793536911000751.
[J19] ``Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective", Pierre Borgnat, Céline Robardet, Jean-Baptiste Rouquier, Eric Fleury, Patrice Abry, Patrick Flandrin, Advances in Complex Systems, Vol. 14, No. 3, p. 415-438. Download draft on PRUNEL Download from editor: DOI: 10.1142/S0219525911002950.
-- 2010--
[J18]
``Smoothing Algorithms for Mean-Flow Extraction in Large-Eddy Simulation of Complex Turbulent Flows'',
A. Cahuzac, J. Boudet, P. Borgnat, E. Lévêque,
Physics of Fluids, Vol. 22, P. 12510408, 14 December 2010.
Download from the Editor: doi:10.1063/1.3490063
or Download a preliminary draft on HAL.
[J17]
``Unsupervised host behavior classification from connection patterns'',
Guillaume Dewaele, Yosuke Himura, Pierre Borgnat, Kensuke Fukuda, Patrice Abry,
Olivier Michel, Romain Fontugne, Kenjiro Cho, Hiroshi Esaki,
International Journal of Network Management, Vol. 20, No 5, pages 317-337, 30 august 2010.
Download on PRUNEL / HAL
[J16]
``Testing stationarity with surrogates: A time-frequency approach'',
Pierre Borgnat, Patrick Flandrin, Paul Honeine, Cédric Richard, Jun Xiao,
IEEE Trans. on Signal Processing, Vol. 58:7, p 3459-3470, July 2010.
Access through ieeexplore;
or Download on PRUNEL.
Downlad Matlab Codes: Tests of Stationarity with Time-Frequency Surrogates.
[J15]
``Time-Frequency Energy Distributions Meet Compressed Sensing '',
Patrick Flandrin, Pierre Borgnat,
IEEE Trans. on Signal Processing, Vol. 58:6, p 2974-2982, June 2010.
Access through ieeexplore;
or Download on PRUNEL.
[J14]
``Multitaper estimation of frequency-warped cepstra, with application to speaker verification'',
J. Sandberg, M. Hansson-Sandsten, T. Kinnunen, R. Saeidi, P. Flandrin, P. Borgnat,
IEEE Signal Processing Letters, Vol. 17, N° 4, p. 343 - 346, April 2010.
Dowload on PRUNEL
[J13]
``Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility,''
P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, P. Vicat-Blanc Primet,
IEEE/ACM Trans. on Networking, Vol. 18, N° 4, p. 1261 - 1274, August 2010.
Published online 03/2010:
Access through ieeexplore
Preliminary version: Rapport de recherche INRIA inria-00263634, avril 2008,
Download on HAL
Final version:
Download on PRUNEL
-- 2009--
[J12]
``Revisiting an old friend: On the observability of the relation between Long Range Dependence and Heavy Tail,''
P. Abry, P. Borgnat, F. Ricciato, A. Scherrer, D. Veitch,
Telecommunication Systems Vol. 43:3-4, p. 147-165, 21/10/2009.
DOI: 10.1007/s11235-009-9205-6.
Download on Springer website.
Preliminary version: Download on PRUNEL
[J11] ``Stationarization via surrogates,'' P. Borgnat, P. Flandrin, Journal of Statistical Mechanics: Theory and Experiment: Special issue UPoN 2008, P01001, January 2009. Publication online.. Also available as preprint on PRUNEL
-- 2008--
[J10]
« Sur un test temps-fréquence de stationnarité, »
J. Xiao, P. Borgnat, P. Flandrin,
Traitement du Signal, Vol. 25, N° 4, p. 357-366, 2008.
Preprint on PRUNEL (french)
and
english abstract on PRUNEL
[J9/P24] ``Revisiting and testing stationarity,'' P. Flandrin, P. Borgnat, J. Phys: Conf. Series ``2008 Euro American Workshop on Information Optics WIO'08'', vol. 139, p. 012004, IOP Publishing, Annecy, June 2008, Download Draft, or the published article.
[J8] ``Description and simulation of dynamic mobility networks,'' A. Scherrer, P. Borgnat, E. Fleury, J.-L. Guillaume, C. Robardet, Computer Networks, Volume 52, Issue 15, pp. 2842-2858, 23 October 2008. Electronic Access via ScienceDirect Also available as Preprint.
-- 2007--
[J7] « Une caractérisation non gaussienne et à longue mémoire du trafic Internet et de ses anomalies », P. Borgnat, P. Abry, G. Dewaele, A. Scherrer, N. Larrieu, P. Owezarski, Y. Labit, L. Gallon, J. Aussibal, Annales des télécommunications, vol. 62, n. 11-12, pp. 1401-1428 (november-december 2007). Download.
[J6] ``Non-Gaussian and Long Memory Statistical Characterisations for Internet Traffic with Anomalies'',
A. Scherrer, N. Larrieu, P. Owezarski, P. Borgnat, P. Abry,
IEEE Transaction on Dependable and Secure Computing, vol. 4, n. 1, pp.56-70 (january-march 2007).
Download draft ou
Published version
-- 2005 and before --
[J5] ``Stochastic invariances and Lamperti transformations for
Stochastic Processes'', P. Borgnat, P.O. Amblard, P. Flandrin, J. Phys.
A: Math. Gen., vol. 38, pp. 2081-2101 (february 2005).
Published version,
or Download draft version in PS.
[J4] ``On the Chirp Decomposition of Weierstrass-Mandelbrot Functions, and their Time-Frequency Interpretation'', P. Borgnat, P. Flandrin, Applied and Computational Harmonic Analysis, vol. 15, pp. 134-146 (september 2003). Download PDF
[J3] ``Stochastic Discrete Scale Invariance '', P. Borgnat, P. Flandrin et P.O. Amblard, IEEE Signal Processing Letters, 9, n. 6, pp. 181-184 (june 2002). Download PDF, or in ps.gz (draft version), or in pdf (draft version)
[J2] ``Narrowband Linear Selective Pulses for NMR'', P. Borgnat, A. Lesage, S. Caldarelli et L. Emsley, J. of Nuclear Magnetic Resonance series A, 119, p. 289-294 (1996).
[J1] ``Improved Sensitivity in Selective NMR Correlation Spectroscopy
and Applications to the Determination of Scalar Couplings in Peptides
and Proteins,'' P. Borgnat, A. Lesage, S. Caldarelli et L. Emsley, J.
of Am. Chemical Soc., vol. 118, 39, p. 9320-9325 (1996).
CONTRIBUTION À DES OUVRAGES COLLECTIFS / Contributed chapter in collective books
[C4/P25] ``Evolving Networks,'' P. Borgnat, E. Fleury, J.-L. Guillaume, C. Magnien, C. Robardet, A. Scherrer, in Proceedings of NATO ASI 'Mining Massive Data Sets for Security', Françoise Fogelman-Soulié and Domenico Perrotta and Jakub Piskorski and Ralf Steinberg editors, NATO Science for Peace and Security Series D: Information and Communication Security, vol. 19, pp. 198-204, IOS Press, 2008. Download preprint.
[C3] Les maths pour l'agreg. Cours complet et synthétique.
Olivier Teytaud, Christophe Antonini, Pierre Borgnat, Annie Chateau, Edouard Lebeau,
Dunod (septembre 2007).
Pour en savoir plus.
[C2]
``Signal Processing Methods related to Models of Turbulence"
P. Borgnat,
in Harmonic Analysis and Rational Approximation: Their rôles in signals, control, and dynamical systems theory,
J.D. Fournier, J. Grimm, J. Leblond and J.R. Partington editors,
Lecture Notes in Control and Information Sciences ,
vol. 327, pp. 277-301, Springer-Verlag (avril 2006). Download draft in PDF
[C1] ``From stationarity to self-similarity, and back : Variations
on the Lamperti transformation,'' P. Flandrin, P. Borgnat et P.O. Amblard
, in Processes with Long-Range Correlations: Theory and applications,
G. Rangarajan and M. Ding editors, Lecture Notes in Physics, vol.
26, pp. 88-117, Springer-Verlag (june 2003). Download draft in PDF
ACTES DE CONFÉRENCES À COMITÉ DE SÉLECTION
/ Publications in conference Proceedings with review committee
-- 2011 --
[P48] "Dynamic Kalman filtering to separate low-frequency instabilities from turbulent fluctuations: Application to the Large-Eddy Simulation of unsteady turbulent flows Adrien Cahuzac, Jérôme Boudet, Pierre Borgnat, Emmanuel Lévêque, Colloque ETC-13 Warsaw (Poland), 12-15 septembre 2011.
[P47] ``Extraction de flot moyen dans des simulations numériques à grande échelle de fluides par filtre de Kalman adaptatif", Adrien Cahuzac, Jérôme Boudet, Emmanuel Lévêque, Pierre Borgnat, 23e Colloque sur le Traitement du Signal et des Images. GRETSI-2011, id. 191, Bordeaux (France), 5-8 septembre 2011.
[P46] ``Peut-on attraper les utilisateurs de Vélo'v au Lasso ?", Gabriel Michau, Céline Robardet, Luc Merchez, Pablo Jensen, Patrice Abry, Patrick Flandrin, Pierre Borgnat, 23e Colloque sur le Traitement du Signal et des Images. GRETSI-2011, id. 441, Bordeaux (France), 5-8 septembre 2011.
[P45] "Transitional Surrogates" Pierre Borgnat, Patrick Flandrin, André Ferrari, Cédric Richard, IEEE Int. Conf. on Acoust., Speech and Signal Proc., ICASSP 2011, Prague (Czech Republic), May 22-27, 2011. Pages 3600 - 3603. DOI: 10.1109/ICASSP.2011.5946257
-- 2010 --
[P44] ``MAWILab : Combining Diverse Anomaly Detectors for Automated Anomaly Labeling and Performance Benchmarking'', R. Fontugne, P. Borgnat, P. Abry, K. Fukuda, in ACM CoNEXT 2010, Nov. 30-Dec. 3 2010, Philadelphia (PA). Download on PRUNEL / HAL
[P43]
``Uncovering Relations Between Traffic Classifiers and Anomaly Detectors via Graph Theory'',
R. Fontugne, P. Borgnat, P. Abry, K. Fukuda,
In COST-TMA (Traffic Measurement & Analysis) Workshop 2010, Zurich (CH), April 2010.
Download on PRUNEL / HAL
[P42]
``Statistical hypothesis testing with time-frequency surrogates to check signal stationarity'',
C. Richard, A. Ferrari, H. Amoud, P. Honeine, P. Flandrin, P. Borgnat,
IEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-10,
Dallas (TX), 14-19 mars 2010.
Download on PRUNEL / HAL
[P41]
``Time-varying spectrum estimation of uniformly modulated processes by means of surrogate data
and Empirical Mode Decomposition'',
A. Moghtaderi, P. Flandrin, P. Borgnat,
IEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-10,
Dallas (TX), 14-19 mars 2010.
Download on PRUNEL / HAL
-- 2009 --
[P] "Trend filtering: EMD vs. l1 and l2", A. Moghtaderi, P. Borgnat, P. Flandrin, In Int. Conf. on Sparse Representation of Multiscale Data and Images: Theory and Applications, Singapore, December 2009. Invited conference.
[P40]
``On the role of flows and sessions in Internet traffic modeling: an explorative toy-model'',
F. Ricciato, A. Coluccia, A. D'Alconzo, D. Veitch, P. Borgnat, P. Abry,
IEEE GLOBECOM'09, December 2009
Download on PRUNEL / HAL
[P39]
``Characteristics of the Dynamic of Mobile Networks'',
P. Borgnat, E. Fleury, J.-L. Guillaume, C. Robardet,
In 4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems
09/12/2009.
Download on PRUNEL / HAL
[P38]
``Towards Systematic Traffic Annotation'',
R. Fontugne, P. Borgnat, P. Abry, K. Fukuda,
In CoNEXT’09 Student Workshop Rome (Italy), December 1, 2009
Download on PRUNEL / HAL
[P37] ``Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle program'', P. Borgnat, E. Fleury, C. Robardet, A. Scherrer, European Conference on Complex Systems, ECCS'09, Warwick University (UK), 21-25 September 2009. Dowload on PRUNEL / HAL.
[P36] ``Studying Lyon's Vélo’V: A Statistical Cyclic Model'', P. Borgnat, P. Abry, P. Flandrin, J.-B. Rouquier, European Conference on Complex Systems, ECCS'09, Warwick University (UK), 21-25 September 2009. Dowload on PRUNEL / HAL.
[P35] ``Modélisation statistique cyclique des locations Vélo'v à Lyon'', P. Borgnat, P. Abry, P. Flandrin, 22e Colloque sur le Traitement du Signal et des Images. GRETSI-2009, Dijon (France), 8-11 septembre 2009. Download on PRUNEL.
[P34] ``Sur la caractérisation de non-stationnaritié par la méthode des substituts'', H. Amoud, C. Richard, P. Honeine, P. Flandrin, P. Borgnat, 22e Colloque sur le Traitement du Signal et des Images. GRETSI-2009, Dijon (France), 8-11 septembre 2009. Download on PRUNEL.
[P33]
``Live E! Sensor Network: Correlations in Time and Space'',
E. Ben Hamida, P. Borgnat, H. Esaki, P. Abry, E. Fleury,
22e Colloque sur le Traitement du Signal et des Images. GRETSI-2009,
Dijon (France), 8-11 septembre 2009.
Information on HAL
and
Download paper.
[P32] ``Towards practical large-eddy simulation of complex turbulent flows'', E. Leveque, J. Boudet, A. Cahuzac, P. Borgnat, F. Toschi, Advances in Turbulence XII: Proceedings of the 12th EUROMECH European Turbulence Conference, Marburg (Germany), Sept. 7 - 10, 2009. Find the proceedings.
[P31] ``Time-Frequency Learning Machines For NonStationarity Detection Using Surrogates'', H. Amoud, P. Honeine, C. Richard, P. Borgnat, P. Flandrin, IEEE Workshop on Statistical Signal Processing SSP-2009, pp. 565--568, Cardiff (UK), 31 August-2 September 2009. Download on PRUNEL.
[P30] ``Measurement Analysis of the Live E! Sensor Network: Spatial-Temporal Correlations and Efficient Data Aggregation'', E. Ben Hamida, H. Ochiai, H. Esaki, P. Borgnat, P. Abry, E. Fleury, IEEE 3rd International Workshop on Practical Applications of Sensor Networking, workshop in Conference SAINT 2009, Seattle (USA), 20-24 July 2009. Download on PRUNEL/HAL.
[P29] ``Seven Years and One Day: Sketching the Evolution of Internet Traffic,'' P. Borgnat, G. Dewaele, K. Fukuda, P. Abry, K. Cho, Proceedings of the 28th IEEE INFOCOM 2009, pp. 711--719, Rio de Janeiro (Brazil), May 2009. Final version: Download on PRUNEL
-- 2008 --
[P28] ``Sparse time-frequency distributions of chirps from a compressed sensing perspective'' P. Flandrin, P. Borgnat, 8th IMA International Conference on Mathematics in Signal Processing, Cirencester (UK), 16-18 December 2008. Download on PRUNEL
[P27] ``Time-Frequency Surrogates for Nonstationary Signal Analysis'' P. Borgnat, P. Flandrin, 8th IMA International Conference on Mathematics in Signal Processing, Cirencester (UK) , 16-18 December 2008. Download on PRUNEL
[P26] ``A Methodology to Identify Characteristics of the Dynamic of Mobile Networks,'' A. Scherrer, P. Borgnat, E. Fleury, J.-L. Guillaume, C. Robardet, in AINTEC 2008 (Asian Internet Engineering Conference), Bangkok, Thailand, 18-20 November 2008. Download.
[P25/C4] ``Evolving Networks,'' P. Borgnat, E. Fleury, J.-L. Guillaume, C. Magnien, C. Robardet, A. Scherrer, in Proceedings of NATO ASI 'Mining Massive Data Sets for Security', Françoise Fogelman-Soulié and Domenico Perrotta and Jakub Piskorski and Ralf Steinberg editors, NATO Science for Peace and Security Series D: Information and Communication Security, vol. 19, pp. 198-204, IOS Press, 2008. Download preprint.
[J9/P24] ``Revisiting and testing stationarity,'' P. Flandrin, P. Borgnat, J. Phys: Conf. Series ``2008 Euro American Workshop on Information Optics WIO'08'', Annecy, June 2008, to appear. Download.
[P23] ``Time-frequency localization from sparsity constraints,'' P. Borgnat, P. Flandrin, IEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-08, Las Vegas (NV), April 2008. Download.
[P22] ``Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in Internet Traffic,'' F. Chatelain, P. Borgnat, J.-Y. Tourneret, P. Abry, IEEE Int. Conf. on Acoust., Speech and Signal Proc. ICASSP-08, Las Vegas (NV), April 2008. Download.
-- 2007 --
[P21] « Identification d'anomalies statistiques dans le trafic internet par projections aléatoires multirésolution », P. Borgnat, G. Dewaele, P. Abry, 21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007, Troyes (France), 11-14 septembre 2007. Download.
[P20] « Sur un test temps-fréquence de stationnarité »,
J. Xiao, P. Borgnat, P. Flandrin,
21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007,
Troyes (France), 11-14 septembre 2007.
Download.
Downlad Matlab Codes.
[P19] ``Testing Stationarity with Time-Frequency Surrogates'',
J. Xiao, P. Borgnat, P. Flandrin,
15th European Signal Processing Conference EUSIPCO-2007,
Poznan (Pologne), 3-7 septembre 2007.
Download.
Downlad Matlab Codes.
[P18] ``Testing Stationarity with Surrogates -- A One-Class SVM Approach'', J. Xiao, P. Borgnat, P. Flandrin, C. Richard, IEEE Workshop on Statistical Signal Processing SSP-2007, Madison (Wisconsin, USA), 26-29 août 2007. Download.
[P17] ``Extracting Hidden Anomalies using Sketch and Non Gaussian Multiresolution Statistical Detection Procedures,'' Guillaume Dewaele, Kensuke Fukuda, Pierre Borgnat, Patrice Abry, Kenjiro Cho, SIGCOMM 2007, Workshop on Large-Scale Attack Defense (LSAD), Kyoto, Japon, 27-31 août 2007 Download.
[P16] « Base de traces d'anomalies légitimes et illégitimes »
J. Aussibal, P. Borgnat, Y. Labit, G. Dewaele, N. Larrieu, L. Gallon, P. Owezarski, P. Abry, K. Boudaoud,
6th Conference on Security in Network Architectures and Informations Systems (SAR-SSI 2007),
Annecy (France), 12-15 juin 2007.
Download PDF
[P15] ``Sketch based Anomaly Detection, Identification and Performance Evaluation,'' Patrice Abry, Pierre Borgnat, Guillaume Dewaele, Workshop Measurement, IEEE-CS/IPSJ SAINT 2007, 15-19 janvier 2007, Hiroshima, Japon. Download PDF.
-- 2006 --
[P14] « Détection d'attaques de déni de service par un modèle non gaussien multirésolution », P. Borgnat, N. Larrieu, P. Owezarski, P. Abry, J. Aussibal, L. Gallon, G. Dewaele, K. Boudaoud, L. Bernaille, A. Scherrer, Y. Zhang, Y. Labit, Colloque Francophone d'Ingénierie des Protocoles (CFIP'2006), Tozeur (Tunisie), p. 303-314, 30 octobre - 3 novembre 2006. Download PDF.
[P13] « Une caractérisation non gaussienne et à longue mémoire du trafic Internet et ses anomalies », A. Scherrer, N. Larrieu, P. Owezarski, P. Borgnat et P. Abry, 5th Conference on Security in Network Architectures and Informations Systems (SAR-SSI 2006), Seignosse (France), 6-9 juin 2006. Download PDF.
[P12] ``On Sampling Methods for Linear Scale-Invariant Systems'', P. Borgnat, IEEE ICASSP 2006, Toulouse (France), 14-19 mai 2006. Download PDF.
[P11] « Non Gaussian and Long Memory Statistical Modeling of Internet Traffic, »
A. Scherrer, N. Larrieu, P. Borgnat, P. Owezarski, et P. Abry,
4th Workshop IPS-MoMe,
Salzburg (Autriche), p. 176-185, 27-28 février 2006.
Download PDF.
-- 2005 and before --
[P10] « Détection d'attaques de ``Déni de Service" : ruptures dans les statistiques du trafic », P. Borgnat, N. Larrieu, P. Abry et P. Owezarski, Colloque GRETSI-05, Louvain-la-Neuve (Belgique), 6-9 septembre 2005. Download PDF.
[P9]``Stochastic discrete scale invariance: Renormalization group operators and Iterated Function Systems'', P.O. Amblard, P. Borgnat, IMA Conference on Mathematics in Signal Processing V, Cirencester (UK), 14-16 décembre 2004. Download PDF.
[P8] ``Symétrie des champs bidimensionnels et générateurs stationnaires,'' P. Borgnat, Journées d'étude sur les Méthodes pour les signaux complexes en traitement d'image de l'ARC Thalweg, INRIA Rocquencourt, 9 et 10 décembre 2003. Download PDF.
[P7] ``Invariances d'échelles brisées et accroissements stationnaires'', P. Borgnat, P.O. Amblard et P. Flandrin, Colloque GRETSI-03, Paris (France), 8-11 septembre 2003. Download PDF.
[P6] ``Stochastic processes with finite size scale invariance'', P.O. Amblard, P. Borgnat et P. Flandrin, SPIE Symposium on Fluctuations and Noise, Sante Fe (USA), 1-4 juin 2003. Download PDF.
[P5] ``Lamperti transformation for finite size scale invariance'', P. Borgnat, P. Flandrin et P.O. Amblard, Colloque PSIP 2003 : Physics in Signal and Image Processing, p. 177-180, Grenoble (France), 29-31 janvier 2003. Download PDF.
[P4] ``Generalized Lamperti Transformation for Broken Scale Invariance,'' P. Borgnat, P. Flandrin et P.O. Amblard, 36th Asilomar Conference on Signals, Systems, and Computers, Pacific Groves (CA, USA), 3-6 novembre 2002. Download PDF.
[P3] ``Une approche stochastique de l'invariance d'échelle discrète,'' P. Borgnat, P. Flandrin et P.O. Amblard, Colloque GRETSI-01, Toulouse (France), septembre 2001. Download PDF or in ps.gz.
[P2] ``Stochastic Discrete Scale Invariance and Lamperti Transformation,'' P. Borgnat, P. Flandrin et P.O. Amblard, IEEE Workshop on Statistical Signal Processing SSP-2001, p. 66-69, Singapour, août 2001. Download PDF or in ps.gz.
[P1] ``From a Vortex Gas Model of Turbulence to Mellin Functions,'' P. Borgnat, O. Michel, C. Baudet et P. Flandrin, Advances in Turbulence VIII, proceedings of ETC-VIII, p. 988, Barcelone (Espagne), juin 2000. Abstract PDF or in ps.gz.
RAPPORTS, CONFÉRENCES AVEC ACTES NON PUBLIÉS ET AUTRES TEXTES : / Technical
Reports, Conference Proceedings, Student Reports, and other papers
[R9] ``Investigating self-similarity and heavy tailed distributions on
a large scale experimental facility,''
P. Loiseau, P. Goncalves, P. Primet, P. Borgnat, P. Abry, G. Dewale,
Rapport de recherche INRIA inria-00263634, avril 2008,
Download on HAL
[R8] ``Statistical Sketch based Anomaly Detection and Validation using an Anomaly Database''
G. Dewaele, P. Borgnat, P. Abry, J. Aussibal, L. Gallon, P. Owezarski, D. Veitch,
Rapport de recherche du projet METROSEC, octobre 2006.
Download PDF
[R7] ``Denial of service attack detection based on a non Gaussian and multiresolution traffic modeling''
P. Borgnat, P. Abry, G. Dewaele, N. Larrieu, P. Owezarski, Y. Zhang,
Labit, J. Aussibal, L. Gallon, A. Scherrer, L. Bernaille, K. Boudaoud.
Rapport de recherche du projet METROSEC, mai 2006.
Download PDF
[R6] « Signaux de turbulence et Analyse de Mellin » P. Borgnat,
texte d'un cours invité à l'école d'été Analyse Harmonique et
Approximation Rationnelle : leurs rôles en théorie du signal, du contrôle
et des systèmes dynamiques, Porquerolles (France), 14-20 septembre
2003.
Page Web.
Download PDF
[R5] ``Random Processes with Discrete Scale Invariance: Methods of Synthesis'' P. Borgnat, P. Flandrin et P.O. Amblard, Colloque Autosimilarité et Applications, Clermont-Ferrand (France), 28-30 mai 2002 ; actes à paraître dans les Annales Mathématiques de l'Université Blaise Pascal. Download PDF or in ps.gz.
[R4] PhD THESIS « Modèles et outils pour les invariances d'échelle brisées
: variations sur la transformation de Lamperti et contributions aux modèles
statistiques de vortex en turbulence » Thèse de Doctorat, École normale
supérieure de Lyon, Laboratoire de physique, 22 novembre 2002. In ps.gz (3.7 Mb) or in pdf (12 Mo).
Downlad Matlab Codes.
[R3] Master Thesis « Turbulence et structures cohérentes : une approche par les vortex de Lundgen » Rapport de stage de DÉA sous la direction de P. Flandrin et O. Michel au laboratoire de physique de l'ÉNSL (avril-août 1999). Introduction in PDF, or Download PDF ou in ps.gz
[R2] « Détermination du spectre de singularités d'un signal fractal par la méthode des maxima du module de la transformée en ondelettes » RApport de stage de maîtrise sous la direction de P.O. Amblard et P. Abry au CEPHAG (Centre d'étude des phénomènes aléatoires et géophysiques, maintenant Laboratoire des Images et Signaux, INPG Grenoble), en collaboration avec le laboratoire de physique de l'ÉNSL (avril-juillet 1996). Download PS
[R1] « Impulsions linéaires sélectives en RMN » Rapport de stage de licence sous la direction de L. Emsley au laboratoire de STéréochimie et Interactions Moléculaires (juin-juillet 1995). Download PS