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BOOKS :Lois d'échelle, Fractales et Ondelettes, Hermès, Paris, 2002                        Ondelettes et Turbulences, Diderot, Paris, 1997

                Habilitation à Diriger des Recherches   (20 juin 2001)                                        Thèse/Ph.D (22 décembre 1994)

PUBLICATIONS:                                                        Thematic List      Chronological List         bibentry list


Publication List (active link .pdf) 
Thematic List :



MultiVariate

[A48]  H. Helgason, V. Pipiras, P. Abry, 
Synthesis of Multivariate Stationary Series with Prescribed Marginal Distributions and Covariance using Circulant Matrix Embedding, 
Signal Processing, 91(8):1741-1758, 2011
pdf

[A47]  H. Helgason, V. Pipiras, P. Abry, 
Fast and Exact Synthesis of Stationary Multivariate Gaussian Time Series Using Circulant Embedding, "
Signal Processing, 91(5):1123-1133, 2011.
pdf


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 Multifractal  
 Multifractal and Image Processing

[A64]   P. Abry, M. Clausel, S. Jaffard, S.G. Roux, B. Vedel, 
Hyperbolic wavelet transform: an efficient tool for multifractal analysis of anisotropic textures.
Revista Matematica Iberoamericana, to appear,  2014.  \hfill \href{http://perso.ens-lyon.fr/patrice.abry/ARTICLES_PDF/14AbryClauseletal.pdf}{\rm .pdf}



S. Roux, M. Clausel, B. Vedel, S. Jaffard, P. Abry, 
 Self-Similar Anisotropic Texture Analysis: the Hyperbolic Wavelet Transform Contribution
IEEE Trans. on Image Proc., 22(11):4353--4363, 2013.  \hfill \href{http://perso.ens-lyon.fr/patrice.abry/ARTICLES_PDF/13RouxetalTIP.pdf}{\rm .pdf}
pdf

[A57]  P. Abry, S. Jaffard, H. Wendt,
"When Van Gogh meets Mandelbrot: Multifractal classification of painting's texture,"
Signal Proces., vol. 93, no. 3, pp. 554-572, 2013
pdf bib

[B17]  S. Jaffard, P. Abry,  S. G. Roux, 
Function spaces vs. scaling functions : Tools for image classification
Mathematical Image processing, M. Bergounioux Ed.,  Springer proceedings in Math. Vol 5, pp. 1-40, 2011


[A39] H. Wendt and S.G. Roux and P. Abry and S. Jaffard,
Wavelet leaders and bootstrap for multifractal analysis of images,
Signal Processing, 89:1100--1114, 2009.
pdf

[A37] H. Wendt, P. Abry,  S. Roux, S. Jaffard et B. Vedel,
Analyse multifractale d'image: l'apport des coefficients dominants,''
Traitement du Signal:1, 2009.
pdf

[B15] P. Abry, S. Jaffard, S. Roux, B. Vedel et H. Wendt,
Wavelet decomposition of measures: Application to multifractal analysis of images,
Proc. NATO-ASI Conf. on Unexploded Ordnance Detection and Mitigation, Series in contemporary applied mathematics, A. Damlamian, S. Jaffard, L. T. Tsien (Eds.), Higher education press, World scientific publishing, 2009.
pdf

[C69] H. Wendt, P. Abry, S. Jaffard, H. Ji and Z. Shen,    
 Wavelet Leader Multifractal Analysis for Texture Classification,  
 IEEE Int. Conf. on Image Processing, Cairo, Egypt, Nov. 2009.
pdf

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Multifractal Theory

[B16] B. Vedel, H. Wendt, P. Abry, S. Jaffard,  
On the impact of the number of vanishing moments on the dependence structures of compound Poisson motion and fractional Brownian motion in multifractal time, 
in Dependence in Probability and Statistics, P. Doukhan, G. Lang, G. Teyssière, D. Surgailis (Eds.), Springer, 2010.
pdf

[B14] S.~Jaffard and P.~Abry and S.G.~Roux and B.~Vedel and H.Wendt,
The contribution of wavelets in multifractal analysis,
Proceedings of the ISFMA summer school on wavelets and their applications,
Zuhai, China, 2008. pdf

[C55] Patrice Abry, Vladas Pipiras, Herwig Wendt, "Extreme Values, Heavy Tails and Linearization Effect: A Contribution to Empirical Multifractal Analysis", 21st GRETSI Symposium on Signal and Image Processing, Troyes, France, 2007. pdf

[C54] Herwig Wendt, Patrice Abry, Stéphane Jaffard, "Analyse Multifractale d'Image: L'apport des coefficients dominants", 21st GRETSI Symposium on Signal and Image Processing, Troyes, France, 2007. pdf

[B12] S. Jaffard, B. Lashermes, P. Abry, 
Wavelet leaders  in multifractal analysis,
Wavelet Analysis and Applications,T Qian, M. I; Vai, X. Yuesheng, Eds., Birkhäuser Verlag,  219--264, Basel, Switzerland, 2006.
pdf

[C38] Wavelet Leader based multifractal Analysis,
B. Lashermes, S. Jaffard, P. Abry,
IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Philadelphia, USA, 2005, pdf

[C37] Revisiting Scaling, Multifractal, and Multiplicative Cascades with the Wavelet Leader Lens,
P. Abry, S. Jaffard, B. Lashermes,
SPIE, Optic East, Wavelet Applications in Industrial Applications II, Vol. 5607:103--117, Philadelphia, USA, 2004,
pdf

[C36] Scaling Exponents Estimation for MultiScaling Processes,
B. Lashermes, P. Abry, P. Chainais,
IEEE Int. Conf. on Acoust. Speech and Sig. Proc., Montreal, Canada, 2004,  pdf

[A20] New Insights into the Estimation of Scaling Exponents,
B. Lashermes, P. Abry, P. Chainais,
Special issue "Wavelets in Statistics" de International Journal of Wavelets, Multiresolution and Information Processing:2(4), 497--523, 2004, pdf

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Multifractal and Bootstrap

[A67]  R. F. Leonarduzzi, M. E. Torres, P. Abry
Scaling range automated selection for wavelet leader multifractal analysis,
Signal Processing 105(0):243 - 257, 2014. \hfill \href{http://perso.ens-lyon.fr/patrice.abry/ARTICLES_PDF/14LeonarduzziTorresAbry.pdf}{\rm .pdf} 

[C58] Herwig Wendt, Patrice Abry, "Bootstrap tests for the time constancy of multifractal attributes", Submitted to 33nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2008. pdf

[A29] Herwig Wendt, Patrice Abry, Stéphane Jaffard, "Bootstrap for Empirical Multifractal Analysis with Application to Hydrodynamic Turbulence", IEEE Signal Processing Mag., vol. 24, no. 4, pp. 38-48, 2007. pdf

[A28] Herwig Wendt, Patrice Abry, "Multifractality Tests using Bootstrapped Wavelet Leaders", IEEE Trans. Signal Processing, vol. 55, no. 10, pp. 4811-4820, 2007. pdf

[C53] Herwig Wendt, Patrice Abry, "Time-Scale Block Bootstrap tests for non Gaussian finite variance self-similar processes with stationary increments", IEEE Workshop on Statistical Signal Processing (SSP'07), Madison, Wisconsin, USA, 2007. pdf

[C45] Herwig Wendt, Stéphane G. Roux, Patrice Abry, "Bootstrap for Log Wavelet Leaders Cumulant Based Multifractal Analysis", Proceedings of 14th European Signal Processing Conference (EUSIPCO), Florence, 2006. pdf

[C44] Herwig Wendt, Patrice Abry, "Bootstrap for Multifractal Analysis", Proceedings of the 31st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Toulouse, 2006. pdf

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Multifractal and Turbulence

[A34] Comprehensive multifractal analysis of turbulent velocity using the wavelet leaders,
B. Lashermes, S.G. Roux, P. Abry, S. Jaffard
European Physical Journal B, 61(2):201–215, 2008 pdf

[A29] Herwig Wendt, Patrice Abry, Stéphane Jaffard, "Bootstrap for Empirical Multifractal Analysis with Application to Hydrodynamic Turbulence", IEEE Signal Processing Mag., vol. 24, no. 4, pp. 38-48, 2007. pdf

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back to Publications


Multifractal and Internet

[A21] N. Hohn, D. Veitch, P. Abry, 
Multifractality in TCP/IP Traffic: the Case Against.
Computer Network Journal, 48:293-313, 2005.
pdf


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back to Publications

Multifractal and Heart Rate Variability

[A64]  V. Chud\'a\v{c}ek, J. And\'en, S. Mallat, P. Abry,  M. Doret,
Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: a Case Study
 IEEE Trans. on Eng. Med. and Biol., 2013
pdf

[C91]  P. Abry,
Wavelet Leader Multifractal Analysis for Heart Rate Variability,
35nd Annual International Conference of the IEEE Engineering in Medicine and Biology (EMBS), Osaka, Japan, 2013. 

[C90]  Chud\'a\v{c}ek, V, Anden, J, Mallat, S.,  Abry, P.,  Doret, M.
Scattering Transform for Intrapartum Fetal Heart Rate Characterization and Acidosis Detection
35nd Annual International Conference of the IEEE Engineering in Medicine and Biology} (EMBS), Osaka, Japan, 2013, p. 2898-2901.

[C89]  P. Abry, S. Roux, V. Chud\'{a}\v{c}ek, P. Borgnat, P. Gon\c{c}alves and M. Doret
Hurst Exponent and IntraPartum Fetal Heart Rate: Impact of Decelerations,
Conference Best Paper Award,
26th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Porto, Portugal, 2013. 


 [A45] M. Doret, H. Helgason, H. P. Abry, P. Gon\c{c}alv\`es, Cl. Gharib, P. Gaucherand
Multifractal analysis of fetal heart rate variability in fetuses with and without severe acidosis during labor, 
Am. J. Perinatol., 28(4):259-266, 2011, {\tt DOI: http://dx.doi.org/10.1055/s-0030-1268713
pdf


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Multifractal and fMRI

 [E2]  P.~Ciuciu, G.~Varoquaux, P.~Abry, S.~Sadaghiani, A.~Kleinschmidt,
Scale-free and multifractal dynamic properties of fMRI signals during rest and task,
Frontiers in Physiology, {\tt http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3375626/}, Vol. 3, article 186, June 2012.
pdf

[A36]  P. Ciuciu, P. Abry, C. Rabrait et H. Wendt,
``Log Wavelet Leaders Cumulant based Multifractal Analysis of EVI fMRI time series: evidence of scaling in ongoing and evoked brain activity,
 IEEE J. of Selected Topics in Signal Proc.}, \`a para\^{i}tre, 2008.

[C50] Philippe Ciuciu, Patrice Abry, Cécile Rabrait, Herwig Wendt, Alexis Roche, "Leader-based Multifractal Analysis for EVI fMRI Time Series: Ongoing versus Task-related Brain Activity", IEEE International Symposium on Biomedical Imaging (ISBI), Washington DC, 2007. pdf

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Multifractal Misceallaneous

[C49] Herwig Wendt, Stéphane G. Roux, Patrice Abry, "Impact of Data Quantization on Empirical Multifractal Analysis", Proceedings of 32nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honolulu, 2007. pdf

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Scaling Processes

[A40] P. Abry, P. Chainais,  L. Coutin, V. Pipiras,
Multifractal random walks as fractional Wiener integrals,
IEEE trans. on Info. Theory,  55(8):3825--3846, 2009.

[A31] Vladas Pipiras, Murad S. Taqqu et Patrice Abry,
Bounds for the covariance of functions of infinite variance stable random variables
with applications to central limit theorems and wavelet-based estimation,
Bernoulli 13(4), 2007, 1091-1123.
pdf

[A26] P. Abry, V. Pipiras,
Wavelet-based synthesis of the Rosenblatt process.
Eurasip Signal Processing, 86(9): 2326-2339, septembre 2006.
pdf

[A23] P. Chainais, R. Riedi, P. Abry, 
Warped infinitely divisible cascades:  beyond power laws,
Traitement du Signal:22(1), 2005.
pdf

[A22] P. Chainais, R. Riedi, P. Abry, 
On Non Scale Invariant Infinitely Divisible Cascades,
IEEE trans. on Info. Theory:51(3), 1063--1083, March 2005.
pdf

[A16] V. Pipiras, M. Taqqu, P. Abry, 
Can Continuous-Time Stationary Stable
Processes Have Discrete Linear Representation?
Statistics and probability Letters, 64: 147-157, 2003.
pdf

[A4] P. Abry, F. Sellan,
The Wavelet-Based Synthesis for Fractional Brownian Motion Proposed by Y. Meyer et F. Sellan: Remarks and Fast Implementation,
Applied Computational Harmonic Analysis, 3: 377--383, 1996.
pdf

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Self-Similarity/Long Memory and Wavelets
Self-similarity/Long Memory: Theory and Wavelet Analyis


[C61] Herwig Wendt, Antoine Scherrer, Patrice Abry, Sophie Achard,
Testing fractal connectivity in multivariate long memory processes
34th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2009.

[A31] Vladas Pipiras, Murad S. Taqqu et Patrice Abry,
Bounds for the covariance of functions of infinite variance stable random variables
with applications to central limit theorems and wavelet-based estimation,
Bernoulli 13(4), 2007, 1091-1123.

[C48]  P. Gonçalvès, P. Abry, G. Rilling et P. Flandrin,
Fractal dimension estimation: Empirical mode decomposition versus wavelets,
Proceedings of 32nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Honolulu, 2007.
pdf

[C41] A. Scherrer, P. Abry,   
Marginale non gaussienne et longue mémoire~: analyse et synthèse de trafic Internet, 
20ème Colloque GRETSI, Louvain, Belgique, Septembre 2005.
pdf

[A16] V. Pipiras, M. Taqqu, P. Abry, 
Can Continuous-Time Stationary Stable
Processes Have Discrete Linear Representation?
Statistics and probability Letters, 64: 147-157, 2003.

[A15] D. Veitch, P. Abry, M. Taqqu
On the Automatic Selection of the Onset of Scaling, 
Fractals, 11(4): 377-390, 2003.  
pdf

[B9] P. Abry, 
Scaling and Wavelets: an Introductory Walk
Invited chapter: Processes with Long Range Correlations,
Govindan Rangarajan and Mingzhou Ding, eds., Springer, 2003.

[B8] P. Abry, P. Flandrin, M. S. Taqqu, D. Veitch,
Self-Similarity and Long-Range Dependence through the Wavelet Lens, 
Invited chpater for: Theory and Applications of Long Range Dependence,
P. Doukhan, G. Oppenheim, M.S. Taqqu, eds., Birkhauser,  Boston, 2002, ISBN 0-8176-4168-8.

[B7] P. Flandrin, P. Gon\c{c}alv\`es, P. Abry,
Analyses en Ondelettes et Loi d'Echelle,
Invited chapter for: Lois d'\'echelle et fractals,}, P. Abry, P. Gon\c{c}alv\`es, J. L\'evy V\'ehel, Eds.,
Vol.2, pp. 19--51, Herm\`es, Paris, avril  2002.

[A14] D. Veitch, P. Abry, 
A statistical test for the time constancy of Scaling Exponents, 
IEEE Trans. on Sig. Proc., 49(10): 2325--2334, 2001.
pdf

[A13] D. Veitch, M.S. Taqqu, P. Abry, 
Meaningfull MRA Initialisation for Discrete Time Series, 
Signal processing, Elsevier, 80: 1971--1983, 2001.
EURASIP Best Paper Award, 2000.

[A10] L. Delbeke, P. Abry,
Stochastic integral representation and properties of the wavelet coefficients of the linear fractional stable motion,
Stochastic Processes and their Applications,  86: 177--182, 2000.
pdf

[A8] D. Veitch, P. Abry,
Wavelet-based joint estimate of the Long-Range Dependence parameters, 
IEEE Trans. on Information theory, special issue on Multiscale Statistical Signal
Analysis and its Applications, 45(3): 878--897, April 1999.
pdf

[A6] P. Abry, D. Veitch, P. Flandrin,
Long-Range Dependence: Revisiting Aggregation with Wavelets,
Journal of Time Series Analysis, 19(3): 253--266, Mai 1998.

[B2] P. Abry, P. Flandrin
Point Processes, Long-Range Dependence and Wavelets
Wavelet Applications in Medecine and Biology, A. Aldroubi, M. Unser, eds.,  pp. 413--437,
CRC Press - Mars 1996.

[B1] P. Abry, P. Gonçalvès et P. Flandrin, 
Wavelets, spectrum analysis and 1/f-processes, 
Wavelets and statistics, A. Antoniadis, G. Oppenheim, eds., Lecture Notes in Statistics, pp. 15--30, 1995.

[A1] P. Abry et P. Flandrin,
On the initialization of the discrete wavelet transform, 
IEEE Signal Processing Letters, 1(2): 32-34, 1994.
pdf


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Self-Similarity and Internet Traffic

[V2] P. Abry,  P. Flandrin, D. Veitch, 
 Internet~: comment réguler le trafic~?
 La Recherche, 384, mars 2005, pp. 50--53.

[A17] N. Hohn, D. Veitch, P. Abry, 
Cluster Processes, a Natural Language for Network Traffic, 
IEEE Trans. on Sig. Proc., Special Issue on Signal Processing in Networking, 51(6): 2229-2244, 2003. 
pdf

[V1] P. Abry, R. Baraniuk, P. Flandrin, R. Riedi, D. Veitch, 
Multiscale Network Traffic Analysis, Modeling, and Inference Using Wavelets, Multifractals, and Cascades,
IEEE Signal Processing Magazine 19(3):28--46, May 2002.
pdf

[A14] D. Veitch, P. Abry, 
A statistical test for the time constancy of Scaling Exponents, 
IEEE Trans. on Sig. Proc., 49(10): 2325--2334, 2001.
pdf

[B6] P. Abry, P. Flandrin, M.S. Taqqu, D. Veitch,
Wavelets for the analysis, estimation and synthesis of scaling data,
Inviter Chpater Self Similar Network Traffic Analysis and Performance Evaluation,
K. Park and W. Willinger, Eds., Wiley, pp. 39--88, 2000.

[A11] M. Roughan, D. Veitch, P. Abry,
Real-time estimation of parameters of long-range dependence,
IEEE Trans. on Networking, 8(4): 467--478, 2000.
pdf

[A8] D. Veitch, P. Abry,
Wavelet-based joint estimate of the Long-Range Dependence parameters, 
IEEE Trans. on Information theory, special issue on Multiscale Statistical Signal
Analysis and its Applications, 45(3): 878--897, April 1999.
pdf

[A6] P. Abry, D. Veitch, P. Flandrin,
Long-Range Dependence: Revisiting Aggregation with Wavelets,
Journal of Time Series Analysis, 19(3): 253--266, Mai 1998.
pdf

[A5] P. Abry, D. Veitch,
Wavelet Analysis of Long-Range Dependent Traffic,
IEEE Trans. on Inf. Theory, 44(1): 2--15, Jan. 1998.
pdf

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Wavelet Theory

[A7] A. Aldroubi, P. Abry, M. Unser,
Construction of Biorthogonal Wavelets starting from any Two Multiresolutions, 
IEEE Trans. on Signal Processing, Special issue on theory and application of filter banks and wavelet transform,  46, (4): 1130--1133, April 1998.

[A3]  P. Abry, A. Aldroubi,
Designing Multiresolution Analysis-Type Wavelets and Their Fast Algorithms, 
Journal of Fourier Analysis and Applications,  2(2): 135--159, 1995. 

 [A1] P. Abry et P. Flandrin,
On the initialization of the discrete wavelet transform, 
IEEE Signal Processing Letters, 1(2): 32-34, 1994.
 pdf


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Statistical Physics and Statistical Signal Processing


[A69]  F. Angeletti, E. Bertin, P. Abry,
General limit distributions for sums of random variables with a matrix product representation,
Journal of Statistical Physics, to appear, 2014
pdf

[A63]   Statistics of sums of correlated variables described by a matrix product ansatz
F. Angeletti, E. Bertin, P. Abry,
To appear in European Physics Letters, arxiv:1304.5406
pdf bib

 [A62]   Large deviations for correlated random variables described by a matrix product ansatz
F. Angeletti, H. Touchette, E. Bertin, P. Abry,
To appear in JSTAT, arxiv:1310.6952
pdf bib

[A61]   Random vector and time series definition and synthesis from matrix product representations: From Statistical Physics to Hidden Markov Models
F. Angeletti, E. Bertin, P. Abry , IEEE Transactions on Signal Processing, (61),5389 - 5400, arxiv:1203.4500, doi:10.1109/TSP.2013.2278510
pdf bib

[A59]   F. Angeletti, E. Bertin, P. Abry ,
On the existence of a glass transition in a random energy model
J. Phys. A: Math. Theor. 46 315002 2013. doi:10.1088/1751-8113/46/31/315002
pdf  bib

[A55]  F. Angeletti, E. Bertin, P. Abry,
Critical moment definition and estimation, for finite size observation of log-exponential-power law random variables
Signal Processing, 92:2848--2865, 2012
pdf bib

[A54]  F. Angeletti, E. Bertin, P. Abry,
Renormalization flow for extreme value statistics of random variables raised to a varying power.
J.Phys A, 45,115004, 2012.
pdf  bib

[A52]  F. Angeletti, E. Bertin, P. Abry,
Linearization effect in multifractal analysis: Insights from the Random Energy Model.
Physica D: Nonlinear Phenomena,  240(16):1245-1253, 2011.
pdf    bib


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Turbulence

[A34] Comprehensive multifractal analysis of turbulent velocity using the wavelet leaders,
B. Lashermes, S.G. Roux, P. Abry, S. Jaffard
European Physical Journal B, 61(2):201–215, 2008 pdf

 [B11] B. Lashermes, C. Baudet, P. Abry, P. Chainais, 
 Limitation of Scaling Exponents Estimation In Turbulence.
{\em Advances in Turbulence X, Proc. of the tenth European Turbulence Conference}, H.-I. Anderson, P.-A. Krogstad, (sous la direction de), CIMNE, juillet 2004.

[A9] P. Chainais, P. Abry, J.F. Pinton,
Intermittency and coherent structures in a swirling flow: a wavelet analysis of joint pressure and velocity measurements,
Physics of fluid., 11,(11), pp. 3524--3539, Nov. 1999.
pdf

[A2] P. Abry, S. Fauve, P. Flandrin and C. Laroche,
Analysis of pressure fluctuations in swirling turbulent flows, 
Journal de Physique II, France, 4: 725-733 , 1994. 

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Internet Trafic/Network Security
Classification

[56] Himura, Y., Fukuda, K., Cho, K.,  Borgnat, P.,  Abry, P., Esaki, H.,
Synoptic Graphlet: Bridging the Gap Between Supervised and Unsupervised Profiling of Host-Level Network Traffic,
IEEE/ACM Transactions on Networking, 21(4): 1284-1297, 2013.
pdf bib

 [A44] Y. Himura, K. Fukuda, P. Abry,  K. Cho, H. Esaki,
Characterization of Host-level Application Traffic with Multi-scale Gamma Model,
IEICE Trans. Comm., E93-B(11):xxx.xxx, Nov. 2010
   
[A43] G. Dewaele, Y. Himura,  P. Borgnat, K. Fukuda, P. Abry, O. Michel, R. Fontugne, K. Cho, H. Esaki,
Unsupervised host behavior classification from connection patterns,
{I}nternational {J}ournal of {N}etwork {M}anagement}, 20(5):317--337, 2010.
pdf

Internet Traffic and Self-Similarity/Long Range Dependence

[A42] P. Loiseau, P. Gon\{c}alv\`es, G. Dewaele, P. Borgnat, P. Abry, P. Primet Vicat-Blanc,
{I}nvestigating self-similarity and heavy-tailed distributions on a large scale experimental facility,
{IEEE}/{ACM} {T}ransactions on {N}etworking},  18(4):1261--1274, 2010.
pdf

[A41] P. Abry, P. Borgnat, F. Ricciato, A. Scherrer, D. Veitch,
Revisiting an old friend: On the observability of the relation  between Long Range Dependence and Heavy Tail,
Telecom. Syst., Special Issue on Traffic Modeling, Its Computations and Applications,  43(3-4):147-165, 2009.
pdf

[C71] F. Ricciato, A. Coluccia, A. D'Alconzo, D. Veitch, P. Borgnat, P. Abry,
 On the role of flows and sessions in Internet traffic modeling: an explorative toy-model,
 IEEE GLOBECOM, Honolulu, Hawai,  2009.
pdf

 N. Hohn, D. Veitch, P. Abry, 
Multifractality in TCP/IP Traffic: the Case Against.
Computer Network Journal, 48:293-313, 2005.
pdf

[V2] P. Abry,  P. Flandrin, D. Veitch, 
Internet~: comment réguler le trafic~?
La Recherche, 384, mars 2005, pp. 50--53.

[A21] N. Hohn, D. Veitch, P. Abry, 
Cluster Processes, a Natural Language for Network Traffic, 
IEEE Trans. on Sig. Proc., Special Issue on Signal Processing in Networking, 51(6): 2229-2244, 2003. 
pdf

[V1] P. Abry, R. Baraniuk, P. Flandrin, R. Riedi, D. Veitch, 
Multiscale Network Traffic Analysis, Modeling, and Inference Using Wavelets, Multifractals, and Cascades,
IEEE Signal Processing Magazine 19(3):28--46, May 2002.
pdf

[A14] D. Veitch, P. Abry, 
A statistical test for the time constancy of Scaling Exponents, 
IEEE Trans. on Sig. Proc., 49(10): 2325--2334, 2001.
pdf

[A11] M. Roughan, D. Veitch, P. Abry,
Real-time estimation of parameters of long-range dependence,
IEEE Trans. on Networking, 8(4): 467--478, 2000.
pdf

[A8] D. Veitch, P. Abry,
Wavelet-based joint estimate of the Long-Range Dependence parameters, 
 IEEE Trans. on Information theory, special issue on Multiscale Statistical Signal
Analysis and its Applications, 45(3): 878--897, April 1999.
pdf

[A5] P. Abry, D. Veitch,
Wavelet Analysis of Long-Range Dependent Traffic,
IEEE Trans. on Inf. Theory, 44(1): 2--15, Jan. 1998.
pdf



Anomaly Detection

[C75]  R. Fontugne, P. Borgnat, P. Abry, K. Fukuda
MAWILab : Combining Diverse Anomaly Detectors for Automated Anomaly Labeling and Performance Benchmarking,
 in ACM CoNEXT 2010, Nov. 30-Dec. 3 2010, Philadelphia (PA).  
pdf

[C72] R. Fontugne, P. Borgnat, P. Abry, K. Fukuda,
 "{U}ncovering {R}elations {B}etween {T}raffic {C}lassifiers and {A}nomaly {D}etectors via {G}raph {T}heory",
 {T}raffic {M}onitoring and {A}nalysis {COST}-{TMA} ({T}raffic {M}easurement \& {A}nalysis) {W}orkshop 2010, Zurich, CH }.
pdf

[C70] R. Fontugne, P. Borgnat, K. Fukuda, P. Abry,  
 "{T}owards {S}ystematic {T}raffic {A}nnotation",
 {C}o{NEXT}'09 {S}tudent {W}orkshop, {{R}oma, {I}talie, 2009 .
pdf

 [C56] Identification d'anomalies statistiques dans le trafic internet par projections aléatoires multirésolutions
Borgnat P., Dewaele G., Abry P.
Colloque GRETSI-2007 - 21e Colloque sur le Traitement du Signal et des Images. GRETSI-2007, France (2007). pdf

[C52] Extracting Hidden Anomalies using Sketch and Non Gaussian Multiresolution Statistical Detection Procedures
Dewaele G., Fukuda K., Borgnat P., Abry P., Cho K.
SIGCOMM 2007 Workshop LSAD - ACM SIGCOMM 2007 Workshop on Large-Scale Attack Defense (LSAD), Japon (2007). pdf

[C51] J. Aussibal, P. Borgnat, Y. Labit, G. Dewaele, N. Larrieu, L. Gallon, P. Owezarski, P. Abry, K. Boudaoud,
Base de traces d'anomalies légitimes et illégitimes,
6th Conference on Security in Network Architectures and Informations Systems (SAR-SSI 2007), Annecy (France), p. 176-185, 12-15 juin 2007.

[C47] Sketch based Anomaly Detection, Identification and Performance Evaluation
Abry P., Borgnat P., Dewaele G.
SAINT 2007 International Symposium on Applications and the Internet, Workshops - SAINT 2007 International Symposium on Applications and the Internet, Workshop on Internet Measurement Technology and its Applications to Building Next Generation Internet, Japon (2007). pdf

[C46] P. Borgnat, N. Larrieu, P. Owezarski, P. Abry, J. Aussibal, L. Gallon, G. Dewaele, K. Boudaoud, L. Bernaille, A. Scherrer, Y. Zhang et Y. Labit,
D\'etection d'attaques de Dénis de Service par un mod\`ele non gaussien multir\'esolution,
CFIP-2006, Conf. Francophe d'Ingénieurie des Protocoles, Tozeur, Tunisie.

[C40] Détection d’attaques de « Déni de Services » : ruptures dans les statistiques du trafic
Borgnat P., Larrieu N., Abry P., Owezarski P.
Colloque GRETSI-2005 - 20e Colloque sur le Traitement du Signal et des Images. GRETSI-2005, Belgique (2005). pdf

Traffic Modelling/Characterization

[C62] Pierre Borgnat and Guillaume Dewaele and Kensuke Fukuda and  Patrice Abry and Kenjiro Cho,
Seven Years and One Day: Sketching the Evolution of Internet Traffic,
INFOCOM2009 pdf

[C59]  F. Chatelain,  P. Borgnat, J.-Y. Tourneret,  P. Abry
Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in Internet Traffic,
33nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2008.

 [A32] Pierre Borgnat, Patrice Abry, Guillaume Dewaele, Antoine Scherrer, Nicolas Larrieu, Philippe Owezarski, Yann Labit,
Laurent Gallon, Julien Ausibal,
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,
Ann. Télécommun., 62, n° 11-12, 2007, 1381-1408.

[A27] Non-Gaussian and Long Memory Statistical Characterisations for Internet Traffic with Anomalies
Scherrer A., Larrieu N., Owezarski P., Borgnat P., Abry P.
IEEE Transaction on Dependable and Secure Computing 1, 4 (2007) 56-70. pdf

[C43] Non Gaussian and Long Memory Statistical Modeling of Internet Traffic
Scherrer A., Larrieu N., Borgnat P., Owezarski P., Abry P.
Dans IPS-MoMe 2006 : Internet Performance, Simulation, Monitoring and Measurement - 4th International Workshop on Internet Performance, Simulation, Monitoring and Measurement (IPS-MoMe) 2006, Autriche (2006). pdf

[C41] A. Scherrer, P. Abry,   
Marginale non gaussienne et longue mémoire~: analyse et synthèse de trafic Internet, 
20\`eme Colloque GRETSI, Louvain, Belgique, Septembre 2005. 



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BaroReflex

[A30] Edmundo Pereira de Souza Neto, Patrice Abry, Patrick Loiseau, Jean Christophe Cejka,
Marc Antoine Custaud, Jean Frutoso, Claude Gharib, Patrick Flandrin,
Empirical mode decomposition to assess cardiovascular autonomic control in rats,
Clinical Pharmacology 21 (2007) 481-496.

[A19] E.-P. Souza Neto, M.-A. Custaud, J.-C. Cejka, P. Abry, J. Frutoso, C. Gharib, P. Flandrin, 
 Assessment of Cardiovascular Autonomic Control by the Empirical Mode Decomposition, 
Methods of Information in Medecine, Special Issue on BioSignal Interpretation, 43:60-65, 2004.   

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Ionosphere

[C57] A joint time-scale representation methodology for the detection of acoustic gravity wave induced by solar eclipses
Roux S., Sauli P., Boska J., Abry P.
21st GRETSI Symposium on Signal and Image Processing, Troyes, France, 2007. pdf

[A33] Acoustic-gravity waves during solar eclipses: detection and characterization using wavelet transforms
Sauli P., Roux S., Abry P., Boska J.
Journal of Atmospheric and Solar-Terrestrial Physics 17-18, 69 (2007) 2465-2484. pdf

 [A25] P. Sauli, P. Abry, J. Boska, L. Duchayne 
Wavelet Characterisation of Ionospheric Acoustic and Gravity Waves induced by the Solar Eclipse of August 11, 1999.
Journal of Atmospheric Solar and Terrestrial Physics,  68(3-5): 586-598, 2006.

 [A24] P. Sauli, P. Abry,  S. Altadill, J. Boska, 
Detection of the wave-like structures in the F-region electron density: two station measurements. 
Studia geophysica \& geodetica, 50(1):131-146, January 2006. 

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fMRI


[A65]  Ph. Ciuciu, P. Abry, B. He.  
Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks. 
NeuroImage,  95:248-263, 2014.
 \hfill  \href{http://dx.doi.org/10.1016/j.neuroimage.2014.03.047}{\rm .www}  \href{http://perso.ens-lyon.fr/patrice.abry/ARTICLES_PDF/14CiuciuAbryHe.pdf}{\rm .pdf}
 [E2]  P.~Ciuciu, G.~Varoquaux, P.~Abry, S.~Sadaghiani, A.~Kleinschmidt,
Scale-free and multifractal dynamic properties of fMRI signals during rest and task,
Frontiers in Physiology, {\tt http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3375626/}, Vol. 3, article 186, June 2012.
pdf

[A36]  P. Ciuciu, P. Abry, C. Rabrait et H. Wendt,
``Log Wavelet Leaders Cumulant based Multifractal Analysis of EVI fMRI time series: evidence of scaling in ongoing and evoked brain activity,
 IEEE J. of Selected Topics in Signal Proc.}, \`a para\^{i}tre, 2008.

[C50] Philippe Ciuciu, Patrice Abry, Cécile Rabrait, Herwig Wendt, Alexis Roche, "Leader-based Multifractal Analysis for EVI fMRI Time Series: Ongoing versus Task-related Brain Activity", IEEE International Symposium on Biomedical Imaging (ISBI), Washington DC, 2007. pdf

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Velo'V

 [B19]  P. Borgnat, C. Robardet, P. Abry, P. Flandrin, J.-B. Rouquier,  N. Tremblay, 
A Dynamical Network View of Lyon's Velo'v Shared Bicycle System, 
Dynamics of Time Varying Networks, N.Ganguly, A. Mukherjee, B. Mitra, F. Peruani and M. Choudhury, to appear.

[A49]  P. Borgnat, C. Robardet, J.-B. Rouquier, E. Fleury, P. Abry, P. Flandrin, 
Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective, 
Advances in Complex Systems}, 2011, \`a para\^{i}tre.
pdf


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Urology

[A46]  E. Pereira de Souza Neto, E. Fernandez, P. Abry, B. Cuzin, P. Loiseau, Ch. Baude, J. Frutoso, Cl. Gharib, X. Martin, 
Application of Cardiac Autonomous Indices in the Study of Neurogenic Erectile Dysfunction,
Urologia Internationalis, 2011, \`a para\^{i}tre.


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Heart Rate Variability

[A64]  V. Chud\'a\v{c}ek, J. And\'en, S. Mallat, P. Abry,  M. Doret,
Scattering Transform for Intrapartum Fetal Heart Rate Variability Fractal Analysis: a Case Study
 IEEE Trans. on Eng. Med. and Biol., 2013
pdf


[C91]  P. Abry,
Wavelet Leader Multifractal Analysis for Heart Rate Variability,
35nd Annual International Conference of the IEEE Engineering in Medicine and Biology (EMBS), Osaka, Japan, 2013. 

[C90]  Chud\'a\v{c}ek, V, Anden, J, Mallat, S.,  Abry, P.,  Doret, M.
Scattering Transform for Intrapartum Fetal Heart Rate Characterization and Acidosis Detection
35nd Annual International Conference of the IEEE Engineering in Medicine and Biology} (EMBS), Osaka, Japan, 2013, p. 2898-2901.

[C89]  P. Abry, S. Roux, V. Chud\'{a}\v{c}ek, P. Borgnat, P. Gon\c{c}alves and M. Doret
Hurst Exponent and IntraPartum Fetal Heart Rate: Impact of Decelerations,
Conference Best Paper Award,
26th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Porto, Portugal, 2013. 

[A45] M. Doret, H. Helgason, H. P. Abry, P. Gon\c{c}alv\`es, Cl. Gharib, P. Gaucherand
Multifractal analysis of fetal heart rate variability in fetuses with and without severe acidosis during labor, 
Am. J. Perinatol., 28(4):259-266, 2011, {\tt DOI: http://dx.doi.org/10.1055/s-0030-1268713
pdf

 [C74] P. Abry, H. Wendt, S. Jaffard,  H. Helgason, P. Goncalv\`es, E. Pereira,  Cl. Gharib, P. Gaucherand, M. Doret\ M. Doret, H. Helgason, H. P. Abry, P. Gon\c{c}alv\`es, Cl. Gharib, P. Gaucherand,  
Methodology for Multifractal Analysis of Heart Rate Variability: From $LF/HF$ Ratio to Wavelet Leaders,
32nd Annual International Conference of the IEEE Engineering in Medicine and Biology}, Buenos Aires, Argentina, 2010.  
pdf

[C73] P. Abry, H. Helgason, P. Goncalv\`es, E. Pereira, P. Gaucherand, M. Doret,
 Multifractal Analysis of ECG for Intrapartum Diagnosis of Fetal Asphyxia,  
 35th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Tx, USA, March 2010, pp. 566-569.


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Signal Processing for Art

[A57]  P. Abry, S. Jaffard, H. Wendt,
"When Van Gogh meets Mandelbrot: Multifractal classification of painting's texture,"
Signal Proces., vol. 93, no. 3, pp. 554-572, 2013
pdf bib

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Misceallaneous

[C60] Baykut Suleyman,  Gon\c{c}alves Paulo and Luppi Pierre-Herv\'e,  Abry Patrice, Pereira de Souza Neto Edmundo, Gervasoni, Damien 
EMD-based analysis of rat EEG data for sleep state classification,
Biosignals, January  2009, Porto, Portugal, Springer. 

[C59]  F. Chatelain,  P. Borgnat, J.-Y. Tourneret,  P. Abry
Parameter estimation for sums of correlated gamma random variables. Application to anomaly detection in Internet Traffic,
33nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2008.

Herwig Wendt, Patrick Flandrin, Patrice Abry, "Régressions par machines à vecteurs supports pour la prédiction de séries chaotiques", 20th GRETSI Symposium on Signal and Image Processing, Louvain-la-Neuve, Belgium, 2005. pdf

[A18] B. Lashermes, O. Michel, P. Abry,  
Mesure directionnelle de d\'ependance : \`a la recherche d'un flux d'information entre deux syst\`emes,
Revue d'\'electronique et d'\'electricit\'e, 6-7: 98--105, Juin-Juillet 2003. 

[A12] A. Tanguy, S. Krishnamurthy, P. Abry, S. Roux 
A stochastic description of extremal dynamics 
Euro. Phys. Letter, 51(1): 1--7, 2000.

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