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Publications of Paulo Gonçalves


P. Abry,
P. Gonçalves,
and J. Lévy Véhel.
Scaling, Fractals and Wavelets,
Digital signal and image processing series.
ISTE  John Wiley & Sons, Inc.,
London (UK),
2009.
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

P. Abry,
P. Gonçalves,
and J. Lévy Véhel.
Lois d'Échelle, Fractales et Ondelettes,
volume 1 and 2 of Information  Commande  Communication.
Hermès Sciences Publications,
2002.
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

F. Auger,
P. Flandrin,
and P. Gonçalves.
Timefrequency in action with Matlab.
2000.
Note: Freeware tutorial.
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Gonçalves.
Analyse tempsfréquence et modèles d'invariance d'échelle : Contribution à l'étude de systèmes complexes.
Habilitation à Diriger des Recherches,
École doctorale de mathématiques et d'informatique fondamentale de Lyon,
2010.
[WWW]
Keyword(s): timefrequency(scale),
EMD,
multiscale,
statistics,
biomedical,
remote sensing,
networks,
wavelets,
probability.
[bibtexentry]

P. Gonçalves.
Représentations TempsFréquence et TempsÉchelle Bilinéaires: Synthèse et Contributions.
PhD thesis,
Inst. Nat. Polytechnique de Grenoble,
1993.
Keyword(s): timefrequency(scale),
wavelets,
multiscale,
statistics.
[bibtexentry]
Articles in journal or book chapters


Gaëtan Frusque,
Pierre Borgnat,
Paulo Gonçalves,
and Julien Jung.
Semiautomatic extraction of functional dynamic networks describing patient's epileptic seizures.
Frontiers in Neurology,
2020.
Keyword(s): dynamic grahps,
epilepsy,
functional connectivity,
graph signal processing,
epileptogenic networks.
[bibtexentry]

Gaëtan Frusque,
Julien Jung,
Pierre Borgnat,
and Paulo Gonçalves.
Multiplex network inference with sparse tensor decomposition for functional connectivity.
IEEE Transactions on Signal and Information Processing over Networks,
2020.
Note: To appear.
Keyword(s): graph signal processing,
graphical lasso,
graphs,
neurosciences.
[bibtexentry]

E. Bautista,
P. Abry,
and P. Gonçalves.
$L^{\gamma}$ PageRank for SemiSupervised Learning.
Applied Network Science,
4(57),
2019.
[WWW]
[PDF]
Keyword(s): MNIST,
PageRank,
SemiSupervised Learning,
Laplacian powers,
Diffusion on graphs,
Optimal tuning,
Signed graphs.
[bibtexentry]

F. Hua,
C. Richard,
C. Jie,
W. Haiyan,
P. Borgnat,
and P. Gonçalves.
Designing Convex Combination of Graph Filters.
IEEE Signal Processing Letters,
2019.
Note: To appear.Keyword(s): graph signal processing.
[bibtexentry]

B. Ricaud,
P. Borgnat,
N. Tremblay,
P. Gonçalves,
and P. Vandergheynst.
Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs.
Comptes Rendus de l'Académie des Sciences,
Série A,
2019.
Keyword(s): graph signal processing.
[bibtexentry]

N. Tremblay,
P. Gonçalves,
and P. Borgnat.
Design of graph filters and filterbanks.
In Elsevier, editor, Cooperative and Graph Signal Processing.
2018.
Keyword(s): graph signal processing,
graphs,.
[bibtexentry]

M. Tsitsvero,
P. Borgnat,
and P. Gonçalves.
Analytic signal in many dimensions.
2018.
Note: Submitted to Applied and Computational Harmonic Analysis.
Keyword(s): graph signal processing,
graphs,
harmonic analysis.
[bibtexentry]

A. Ancel,
I. Assenmacher,
K. Baba,
J. Cisonni,
Y. Fujiso,
M. Imbert,
P. Gonçalves,
K. Koyamada,
P. Neyron,
K. Nozaki,
H. Ohsaki,
A.C. Orgerie,
X. Pelorson,
B. Raffin,
N. Sakamoto,
E. Sakane,
S. Wada,
S. Shimijo,
and A. Van Hirtum.
PetaFlow: a global computingnetworkingvisualisation unit with social impact.
International Research Journal of Computer Science,
4(2),
April 2015.
Keyword(s): networks,
metrology,.
[bibtexentry]

M. Doret,
J. Spilka,
V. Chudácek,
P. Gonçalves,
and P. Abry.
Fractal Analysis and Hurst Parameter for Intrapartum Fetal Heart Rate Variability Analysis: A Versatile Alternative to Frequency Bands and LF / HF Ratio.
PLOS One,
0136661,
August 2015.
Keyword(s): biomedical,
Multifractal analysis,
FECG,
HRV.
[bibtexentry]

B. Girault,
P. Gonçalves,
and E. Fleury.
Translation on Graphs: an Isometric Shift Operator.
IEEE, Signal Processing Letters,
22(12):24162420,
December 2015.
Keyword(s): graph signal processing,
stationnarity.
[bibtexentry]

R. Riedi and P. Gonçalves.
A strong Tauberian theorem for characteristic functions.
Applied Computational Harmonic Analysis,
39:552557,
March 2015.
Keyword(s): multiscale,
statistics,
wavelets,
probability.
[bibtexentry]

P. Gonçalves,
S. Roy,
T. Begin,
and P. Loiseau.
Dynamic Resource Management in Clouds: A Probabilistic Approach.
IEICE Transactions on Communications, special session on Networking Technologies for Cloud Services,
E95B(08),
August 2012.
Note: Invited paper.
Keyword(s): large deviations,
markov models,
networks,
resource management.
[bibtexentry]

P. Loiseau,
C. Médigue,
P. Gonçalves,
N. Attia,
S. Seuret,
F. Cottin,
D. Chemla,
M. Sorine,
and J. Barral.
Large deviations estimates for the multiscale analysis of heart rate variability.
Physica A,
391:56585671,
2012.
Keyword(s): large deviations,
estimation,
HRV,
biomedical,
multifractal analysis,.
[bibtexentry]

J. Barral and P. Gonçalves.
On the estimation of the large deviations spectrum.
Journal of Statistical Physics,
144(6):12561283,
2011.
Keyword(s): measure theory,
multifractal analysis,
estimation,
large deviations.
[bibtexentry]

H. Helgason,
P. Abry,
P. Gonçalves,
C. Gharib,
P. Gaucherand,
and M. Doret.
Adaptive Multiscale Complexity Analysis of Fetal Heart Rate.
IEEE, Transactions on Biomedical Engineering,
58(8):21862193,
August 2011.
Keyword(s): biomedical,
multiscale,
statistics,
biomedical,
multiscale,
statistics.
[bibtexentry]

P. Loiseau,
P. VicatBlanc,
and P. Gonçalves.
A longrange dependent model for network traffic with flowscale correlations.
Stochastic Models,
27:333361,
2011.
Keyword(s): networks,
metrology,
fractal analysis,
long range dependence.
[bibtexentry]

H. Carrão,
P. Gonçalves,
and M. Caetano.
A Nonlinear Harmonic Model for Fitting Satellite Image Time Series: Analysis and Prediction of Land Cover Dynamics.
IEEE Trans. in Geosciences and Remote Sensing,
48(4 part 2):19191930,
2010.
[WWW]
Keyword(s): remote sensing,
statistics.
[bibtexentry]

M. Doret,
H Helgason,
P. Abry,
P. Gonçalves,
C. Gharib,
and P. Gaucherand.
Multifractal analysis of fetal heart rate variability in fetuses with and without severe acidosis during labor.
American Journal of Perinatology,
28(4):259266,
Nov. 2010.
Keyword(s): biomedical,
Multifractal analysis,
FECG,
HRV.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
G. Dewaele,
P. Borgnat,
P. Abry,
and P. VicatBlanc.
Investigating selfsimilarity and heavytailed distributions on a large scale experimental facility.
IEEE/ACM Transactions on Networking,
18(4):12611274,
August 2010.
Keyword(s): multiscale,
networks,
statistics,
metrology,
probability.
[bibtexentry]

P. Flandrin,
P. Gonçalves,
and P. Abry.
Scale Invariance and Wavelets.
In P. Abry,
P. Gonçalves,
and J. Lévy Véhel, editors, Scaling, Fractals and Wavelets,
pages 71102.
ISTE  John Wiley & Sons, Inc.,
2009.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

P. Gonçalves,
J.Ph. Ovarlez,
and R. Baraniuk.
Quadratic TimeFrequency Analysis III: The Affine Class and Other Covariant Classes.
In F. Hlawatsch and F. Auger, editors, TimeFrequency Analysis: Concepts and Methods,
pages 193226.
ISTE  John Wiley & Sons, Inc.,
2008.
[WWW]
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

H. Carrão,
A. Araújo,
P. Gonçalves,
and M. Caetano.
Multitemporal MERIS images for land cover mapping at national scale: the case study of Portugal.
International Journal of Remote Sensing,
31(8, 2063),
2008.
Keyword(s): remotesensing,
statistics.
[bibtexentry]

H. Carrão,
P. Gonçalves,
and M. Caetano.
Contribution of multispectral and multitemporal information from MODIS images to land cover classification.
Elsevier, Remote Sensing of Environment,
112(3):986997,
2008.
[WWW]
Keyword(s): remotesensing,
statistics.
[bibtexentry]

G. Rilling,
P. Flandrin,
P. Gonçalves,
and J. M. Lilly.
Bivariate Empirical mode decomposition.
IEEE, Signal Processing Letters,
14(12):936939,
2007.
[WWW]
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

A. Antoniadis,
A. Feuerverger,
and P. Gonçalves.
Wavelet Based Estimation for Univariate Stable Laws.
Annals of the Institute of Mathematical Statistics,
58(4):779807,
2006.
[WWW]
Keyword(s): statistics,
wavelets.
[bibtexentry]

P. Flandrin,
P. Gonçalves,
and G. Rilling.
EMD Equivalent Filter Banks, from Interpretation to Applications.
In N.E. Huang and S.S.P. Shen, editors, The HilbertHuang Transform and Its Applications,
pages 5574.
Interdisciplinary Mathematical Sciences,
2005.
Keyword(s): timefrequency(scale),
EMD,
wavelets.
[bibtexentry]

J.Ph. Ovarlez,
P. Gonçalves,
and R. Baraniuk.
Analyse tempsfréquence quadratique III : La classe affine et autres classes covariantes.
In F. Hlawatsch and F. Auger, editors, TempsFréquence: concepts et outils,
pages 201235.
Hermès Sciences Publications,
2005.
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

P. Gonçalves and R. Riedi.
Diverging moments and parameter estimation.
Journal of American Statistical Association,
100(472):13821393,
December 2005.
Note: Also Inria Technical Report RR4647, 2002.
[WWW]
Keyword(s): multiscale,
statistics,
wavelets,
probability.
[bibtexentry]

J. Gosme,
C. Richard,
and P. Gonçalves.
Adaptive diffusion as a versatile tool for timefrequency and timescale representations processing: a review.
IEEE Trans. on Signal Processing,
53(11):41364146,
November 2005.
[WWW]
Keyword(s): timefrequency(scale),
PDE.
[bibtexentry]

J.B. Durand,
P. Gonçalves,
and Y. Guédon.
Computational Methods for Hidden Markov Tree Models  An Application to Wavelet Trees.
IEEE Trans. on Signal Processing,
52(9):25512560,
September 2004.
Note: Also Inria Technical Report RR4248, 2002.
[WWW]
Keyword(s): wavelets,
statistics.
[bibtexentry]

P. Flandrin and P. Gonçalves.
Empirical Mode Decompositions as datadriven waveletlike expansions.
Int. J. of Wavelets, Multiresolution and Information Processing,
2(4):477496,
2004.
[WWW]
Keyword(s): timefrequency(scale),
EMD,
wavelets.
[bibtexentry]

P. Flandrin,
G. Rilling,
and P. Gonçalves.
Empirical mode decomposition as a filter bank.
IEEE, Signal Processing Letters,
11(2):112114,
February 2004.
[WWW]
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

P. Flandrin,
P. Gonçalves,
and P. Abry.
Invariance d'échelle et ondelettes.
In P. Abry,
P. Gonçalves,
and J. Lévy Véhel, editors, Lois d'échelle, Fractales et Ondelettes,
volume 2,
pages 1951.
Hermès Sciences Publications,
2002.
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

C. Baillard,
P. Gonçalves,
L. Mangin,
B. Swynghedauw,
and P. Mansier.
Use of time frequency analysis to follow transitory modulation of the cardiac autonomic system in clinical studies.
Autonomic Neuroscience,
90(1):2428,
july 2001.
[WWW]
Keyword(s): HRV,
timefrequency.
[bibtexentry]

M. Pasquier,
P. Gonçalves,
and R. Baraniuk.
Hybrid Linear/Bilinear TimeScale Analysis.
IEEE Trans. on Signal Processing,
47(1):254259,
January 1999.
[WWW]
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

P. Gonçalves and R. Baraniuk.
Pseudo Affine Wigner Distributions : Definition and Kernel Formulation.
IEEE Trans. on Signal Processing,
46(6):23052314,
June 1998.
[WWW]
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

P. Gonçalves,
P. Flandrin,
and E. ChassandeMottin.
TimeFrequency Methods in Time Series Data Analysis.
In M Davier and P. Hello, editors, Proceedings of Gravitational Wave Data Analysis Workshop 2,
pages 3546.
Editions Frontières,
1997.
[WWW]
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Flandrin and P. Gonçalves.
Geometry of affine timefrequency distributions.
Applied Computational Harmonic Analysis,
3:1039,
January 1996.
[WWW]
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Gonçalves and R. Baraniuk.
A pseudoBertrand distribution for timescale analysis.
IEEE Signal Processing Letters,
3(3):8284,
March 1996.
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

P. Abry,
P. Gonçalves,
and P. Flandrin.
Wavelets, spectrum analysis and 1/f processes.
Wavelets and statistics,
1995.
Note: Lecture Notes in Statistics.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

P. Flandrin and P. Gonçalves.
From wavelets to timescale energy distributions.
In G. W. LL. Schumaker, editor, Recent Advances in the Theory of wavelets,
pages 309334.
Academic Press,
1992.
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

Amélie Barbe,
Marc Sebban,
Paulo Gonçalves,
Pierre Borgnat,
and Rémi Gribonval.
Graph Diffusion Wasserstein Distances.
In European Conference on Machine Learning,
2020.
Keyword(s): optimal transport,
graph signal processing,
Diffusion on graphs,
classification,
domain adaptation.
[bibtexentry]

Amélie Barbe,
Marc Sebban,
Paulo Gonçalves,
Pierre Borgnat,
and Rémi Gribonval.
Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur.
In Conférence sur l'Apprentissage automatique,
2020.
Keyword(s): optimal transport,
graph signal processing,
Diffusion on graphs,
domain adaptation.
[bibtexentry]

Gaëtan Frusque,
Pierre Borgnat,
Paulo Gonçalves,
and Julien Jung.
Extraction of functional dynamic networks describing patient's epileptic seizures.
In Conference on Complex Systems,
December 711 2020.
Keyword(s): graph signal processing,
graphical lasso,
graphs,
neurosciences,
dynamic grahps,
epileptogenic networks.
[bibtexentry]

Gaëtan Frusque,
Julien Jung,
Pierre Borgnat,
and Paulo Gonçalves.
Regularized partial phase synchrony index applied to dynamical functional connectivity estimation.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Barcelona, Spain,
2020.
Keyword(s): graph signal processing,
estimation,
graphical lasso.
[bibtexentry]

Gaëtan Frusque,
Julien Jung,
Pierre Borgnat,
and Paulo Gonçalves.
Temporarily Activated Patterns for Multitrial Functional Connectivity Data.
In Second Internaitonal Conference on Advances in Signal Processing and Artifical Intelligence (ASPAI),
Berlin (Germany),
November 2020.
Keyword(s): epileptogenic networks,
graph signal processing,
graphical lasso,
dynamic grahps.
[bibtexentry]

Dominique Barbe,
Pierre Borgnat,
Paulo Gonçalves,
and Marc Sebban.
Transport Optimal sous Contrainte de Régularité pour l'Adaptation de Domaines entre Graphes avec Attributs.
In XXVIIe colloque GRETSI,
Lille, France,
August 2019.
[WWW]
[PDF]
[bibtexentry]

R. Fontugne,
E. Bautista,
C. Petrie,
Nomura. Y.,
P. Abry,
P. Gonçalves,
K. Fukuda,
and E. Aben.
BGP Zombies: an Analysis of Beacons Stuck Routes.
In 20th Passive and Active Measurements Conference (PAM'19),
Chile, Puerto Varas,
March 2729 2019.
Note: Best paper award.
Keyword(s): graph based semisupervised learning,
networks.
[bibtexentry]

Gaëtan Frusque,
Julien Jung,
Pierre Borgnat,
and Paulo Gonçalves.
Réduction de dimension tensorielle parcimonieuse: Application au clustering de connectivité fonctionnelle.
In XXVIIe colloque GRETSI,
Lille, France,
August 2019.
[WWW]
[PDF]
[bibtexentry]

Marija Stojanova,
Thomas Begin,
and Paulo Gonçalves.
Traitement du signal sur graphe pour modéliser les WLANs.
In XXVIIe colloque GRETSI,
Lille, France,
August 2019.
[WWW]
[PDF]
[bibtexentry]

S. De Nigris,
E. Bautista,
P. Abry,
K. Avrachenkov,
and P. Gonçalves.
Fractional Graphbased SemiSupervised Learning.
In International School and Conference on Network Science,
Paris (France),
June 2018.
Keyword(s): graph based semisupervised learning,
graph signal processing,.
[bibtexentry]

M. Tsitsvero,
P. Borgnat,
and P. Gonçalves.
Multidimensional analytic signals with application on graphs.
In IEEE Satistical Signal Processing Workshop,
2018.
Keyword(s): graph signal processing,
harmonic analysis,
multidimensional signals.
[bibtexentry]

E. Bautista,
S. De Nigris,
P. Abry,
K. Avrachenkov,
and P. Gonçalves.
Lévy Flights for Graph Based SemiSupervised Classification.
In Proceeding of the 26th colloquium GRETSI,
2017.
Keyword(s): graph based semisupervised learning,
graph signal processing,
random walks,
Lévy flights.
[bibtexentry]

S. De Nigris,
E. Bautista,
P. Abry,
K. Avrachenkov,
and P. Gonçalves.
Fractional Graphbased SemiSupervised Learning.
In Proc. 25th European Signal Processing Conference,
2017.
Keyword(s): graph based semisupervised learning,
graph signal processing,
random walks,
Lévy flights.
[bibtexentry]

B. Girault,
S. Narayanan,
A. Ortega,
P. Gonçalves,
and E. Fleury.
GRASP: A matlab toolbox for graph signal processing.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
New Orleans (US),
March 2017.
Keyword(s): graph signal processing,
Matlab toolbox.
[bibtexentry]

B. Girault,
P. Gonçalves,
S. Narayanan,
and A. Ortega.
Localization bounds for the graph translation.
In IEEE Global Conference on Signal and Information Processing,
2016.
Keyword(s): graph signal processing,
stationnarity,.
[bibtexentry]

P. Borgnat,
P. Gonçalves,
N. Tremblay,
and N. WillaimeAngonin.
Community mining with graph filters for correlation matrices.
In Asilomar Conference on Signals, Systems, and Computers,
2015.
Keyword(s): graph signal processing,
communities detection,
classification,
random matrices.
[bibtexentry]

B. Girault,
P. Gonçalves,
and E. Fleury.
Signaux sur Graphe Stationnaires: Etude d'un Cas Réel.
In Proceedings of the 25th Colloquium GRETSI,
Lyon (France),
2015.
Keyword(s): graph signal processing.
[bibtexentry]

B. Girault,
E. Fleury,
and P. Gonçalves.
Traitement du Signal sur Graphe: Interprétation en termes de Filtre de l'Apprentissage SemiSupervisé sur Graphe.
In ALGOTEL 2014  16èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications,
2014.
Keyword(s): graph signal processing,
graph based semisupervised learning,
machine learning.
[bibtexentry]

B. Girault,
P. Gonçalves,
E. Fleury,
and A. Singh Mor.
GRASP: A matlab toolbox for graph signal processing.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Firenze (Italy),
May 2014.
Keyword(s): graph signal processing,
graph based semisupervised learning,
machine learning.
[bibtexentry]

J. Spilka,
P. Abry,
P. Gonçalves,
and M. Doret.
Impacts of labour first and second stages on Hurst parameter based intrapartum fetal Heart Rate analysis.
In IEEE International Conference on Computing in Cardiology,
Cambridge (MA), US,
September 2014.
Keyword(s): biomedical,
Multifractal analysis,
FECG,
HRV.
[bibtexentry]

J. Spilka,
S. Roux,
N. Garnier,
P. Abry,
P. Gonçalves,
and M. Doret.
NearestNeighbor based Wavelet Entropy Rate Measures for Intrapartum Fetal Heart Rate Variability.
In 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society,
Chicago (Illinois), US,
August 2014.
Keyword(s): biomedical,
Multifractal analysis,
FECG,
HRV.
[bibtexentry]

P. Abry,
S. Roux,
V. Chudácek,
P. Borgnat,
P. Gonçalves,
and M. Doret.
Hurst Exponent IntraPartum Fetal Heart Rate: Impact of Decelerations.
In 26th IEEE International Symposium on ComputerBased Medical Systems,
Porto (Portugal),
june 2013.
Note: Best paper award.
Keyword(s): biomedical,
Multifractal analysis,
FECG,
HRV.
[bibtexentry]

A. Ancel,
K. Baba,
J. Cisonni,
Y. Fujiso,
P. Goncalves,
M. Imbert,
K. Koyamada,
K. Nozaki,
H. Ohsaki,
A.C. Orgerie,
X. Pelorson,
B. Raffin,
N. Sakamoto,
E. Sakane,
S. Wada,
S. Shimojo,
A. Van Hirtum,
P. Neyron,
and I. Assenmacher.
Petaflow  an example of communication and computational technologies with social impact.
In The 4th IEEE International Workshop on HighSpeed Network and Computing Environment (in conjonction with the 37th Annual International Computer Software & Applications Conference),
Kyoto (Japan),
July 2013.
Keyword(s): networks,
metrology,.
[bibtexentry]

K. Avrachenkov,
P. Gonçalves,
and M. Sokol.
On the Choice of Kernel and Labelled Data in Semisupervised Learning Methods.
In 10th Workshop on Algorithms and Models for the Web Graph,
Harvard University, Cambridge, MA, USA,
December 1415 2013.
Keyword(s): graph based semisupervised learning,
machine learning,
networks,.
[bibtexentry]

B. Girault,
E. Fleury,
and P. Gonçalves.
Function analysis through wavelets on dynamic contact graphs.
In ECCS Satellite Contagion workshop,
Barcelona, Spain,
September 2013.
Keyword(s): graphs,
wavelets,
epidemic models.
[bibtexentry]

B. Girault,
P. Gonçalves,
and E. Fleury.
Graphe de contacts et ondelettes : étude d'une diffusion bactérienne.
In Proceedings of the 24th Colloquium GRETSI,
2013.
Keyword(s): graphs,
wavelets,
epidemic models.
[bibtexentry]

S. Roy,
T. Begin,
and P. Gonçalves.
A Complete Framework for Modelling and Generating Workload Volatility of a VoD System.
In IEEE Int. Wireless Communications and Mobile Computing Conference,
July 2013.
Keyword(s): networks,
resource management,
stochastic model,
estimation.
[bibtexentry]

S. Roy,
T. Begin,
and P. Gonçalves.
An MCMC Based Procedure for Parameter Estimation of a VoD Workload Model.
In Proceedings of the 24th Colloquium GRETSI,
2013.
Keyword(s): networks,
resource management,
stochastic model,
estimation,
MCMC.
[bibtexentry]

K. Avrachenkov,
P. Gonçalves,
A. Legout,
and M. Sokol.
Classification of Content and Users in BitTorrent by Semisupervised Learning Methods.
In International Wireless Communications and Mobile Computing Conference (3rd International Workshop on Traffic Analysis and Classification),
Cyprus,
August 2012.
Note: Best paper award.
Keyword(s): graph based semisupervised learning,
machine learning,
networks,.
[bibtexentry]

K. Avrachenkov,
P. Gonçalves,
A. Mishenin,
and M. Sokol.
Generalized Optimization Framework for Graphbased Semisupervised Learning.
In SIAM Data Mining,
2012.
Keyword(s): machine learning,
networks,
telecommunications,
graph based semisupervised learning.
[bibtexentry]

J.B. Delavoix,
S. Roy,
T. Begin,
and P. Gonçalves.
Demonstrating a Versatile Model for VoD Buzz Workload in Large Scale Distributed Network.
In 1st IEEE International Conference on Cloud Networking,
Université Pierre et Marie Curie, Paris (France),
November 2012.
Note: Poster and demonstration.
Keyword(s): networks,
Grid5000,
markov models.
[bibtexentry]

A.C. Orgerie,
P. Gonçalves,
M. Davis,
J. Ridoux,
and D. Veitch.
Distributed Simulation and Visualization of Unsteady Flows in a Transcontinental Context.
In Supercomputing,
Salt Lake City (US),
Nov. 2012.
Note: Poster.
Keyword(s): metrology,
networks,
Grid5000.
[bibtexentry]

A.C. Orgerie,
P. Gonçalves,
M. Imbert,
J. Ridoux,
and D. Veitch.
Survey of network metrology platforms.
In 12th IEEE/IPSJ International Symposium on 12th IEEE/IPSJ SAINT, 3rd Workshop on High Speed Network and Computing Environments,
Izmir (Turkey),
July 2012.
Keyword(s): networks,
metrology,.
[bibtexentry]

K. Avrachenkov,
P. Gonçalves,
A. Legout,
and M. Sokol.
Graph Based Classification of Content and Users in BitTorrent.
In NIPS Conference, Big Learning Workshop,
2011.
Keyword(s): machine learning,
networks,
telecommunications,
services,
graph based semisupervised learning.
[bibtexentry]

O. Goga,
P. Loiseau,
and P. Gonçalves.
On the Impact of the FlowSize Distribution's Tail Index on Network Performance with TCP Connections.
In ACM, editor,
ACM, IFIP Performance Evaluation Review,
October 2011.
Keyword(s): networks,
statistics,
performance evaluation.
[bibtexentry]

G. Koslovski,
S. Soudan,
P. Gonçalves,
and P. VicatBlanc.
Locating Virtual Infrastructures: Users and InP Perspectives.
In 12th IEEE/IFIP International Symposium on Integrated Network Management  Special Track on Management of Cloud Services and Infrastructure,
Dublin (Ireland),
May 2011.
Keyword(s): networks,
virtualization,
infrastructures,
Networks,
virtualization,
infrastructures.
[bibtexentry]

P. Abry,
H. Helgason,
P. Gonçalves,
E. Pereira de Souza Neto,
M. Doret,
and C. Gharib.
Multifractal analysis for in partum fetalECG diagnosis.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Dallas, TX (US),
March 2010.
Keyword(s): biomedical,
multiscale.
[bibtexentry]

P. Abry,
H. Wendt,
S. Jaffard,
H. Helgason,
P. Gonçalves,
E. Pereira,
Cl. Gharib,
P. Gaucherand,
and M. Doret.
Methodology for Multifractal Analysis of Heart Rate Variability: From LF/HF Ratio to Wavelet Leaders.
In 32nd Int. Conf. of the IEEE Engineering in Medicine and Biology Society,
Buenos Aires (Argentina),
Sept. 2010.
[WWW]
Keyword(s): biomedical,
multiscale,
statistics,
biomedical,
multiscale,
statistics.
[bibtexentry]

P. Gonçalves,
X. Grandchamp,
X. Pelorson,
B. Raffin,
A. Van Hirtum,
P. VicatBlanc,
K.i Baba,
J. Cisonni,
Y. Ebara,
K. Nozaki,
H. Ohsaki,
S. Wada,
T. Kawamura,
K. Koyamada,
E. Sakane,
N. Sakamoto,
and S. Shimijo.
Petaflow  a project towards information and communication technologies in society.
In IEEE Int. Symposium on Applications and the Internet (SAINT),
Seoul (Korea),
pages 347350,
July 2010.
Keyword(s): networks,
metrology.
[bibtexentry]

O. Grémillet,
P. Gonçalves,
P. VicatBlanc,
and A. Dupas.
Traffic classification techniques supporting semantic networks.
In 1st Int. Wireless Comm. and Mobile Comp. Conf., TRaffic Analysis and Classification W.,
Caen (France),
Junjul 2010.
Keyword(s): networks,
statistics,
metrology.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
J. Barral,
and P. VicatBlanc.
Modeling TCP Throughput: an Elaborated LargeDeviationsBased Model and its Empirical Validation.
In IFIP, Performance,
Namur (Belgium),
Nov. 2010.
Keyword(s): networks,
multiscale,
probability,
large deviations.
[bibtexentry]

S. Baykut,
P. Gonçalves,
P.H. Luppi,
P. Abry,
E. Pereira de Souza Neto,
and D. Gervasoni.
EMDbased analysis of rat EEG data for sleep state classification.
In Biosignals,
January 2009.
Springer.
[WWW]
Keyword(s): biomedical,
statistics.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
S. Girard,
F. Forbes,
and P. VicatBlanc.
Maximum Likelihood Estimation of the Flow Size Distribution Tail Index from Sampled Packet Data.
In ACM Sigmetrics,
June 2009.
[WWW]
Keyword(s): networks,
metrology,
statistics.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
R. Guillier,
M. Imbert,
Y. Kodama,
and P. VicatBlanc.
Metroflux: A high performance system for analyzing flow at very finegrain.
In TridentCom,
April 2009.
[WWW]
Keyword(s): networks,
metrology.
[bibtexentry]

H. Carrão,
P. Gonçalves,
and M. Caetano.
Land cover characterization through parametric modeling of intraannual reflectance time series: a comparative study with MERIS data.
In SPIE Europe Symposium on Remote Sensing,
Firenze (Italy),
Sept. 2007.
Keyword(s): remotesensing,
statistics.
[bibtexentry]

P. Gonçalves,
P. Abry,
G. Rilling,
and P. Flandrin.
Fractal dimension estimation: empirical mode decomposition versus wavelets.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Honolulu, Hawaii (US),
April 2007.
[WWW]
Keyword(s): timefrequency(scale),
EMD,
wavelets,
multiscale,
statistics.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
and P. VicatBlanc.
A comparative study of different heavy tail index estimators of the flow size from sampled data.
In MetroGrid Workshop, GridNets,
Lyon, France,
October 2007.
ACM Press.
Keyword(s): networks,
statistics.
[bibtexentry]

G. Rilling,
P. Flandrin,
and P. Gonçalves.
Une extension bivariée pour la Décomposition Modale Empirique: Application à des bruits blancs complexes.
In Proceedings of the 21th Colloquium GRETSI,
Troyes (France),
September 2007.
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

H. Carrão,
M. Caetano,
and P. Gonçalves.
Meris based land cover characterization: a comparative study.
In Proceedings of the ASPRS international conference,
Reno (NV, US),
May 2006.
Keyword(s): remotesensing,
statistics.
[bibtexentry]

H. Carrão,
P. Gonçalves,
and M. Caetano.
Use of intraannual satellite imagery timeseries for land cover characterization purpose.
In Proceedings of the 26th EARSeL Symposium,
Warsaw (Poland),
2006.
[WWW]
Keyword(s): remotesensing,
statistics.
[bibtexentry]

P. Gonçalves,
H. Carrão,
and M. Caetano.
Parametric model for intraannual reflectance time series.
In Proceedings of the 26th EARSeL Symposium,
Warsaw (Poland),
2006.
[WWW]
Keyword(s): remotesensing,
statistics.
[bibtexentry]

A. Pinheiro,
P. Gonçalves,
H. Carrão,
and M. Caetano.
A toolbox for multitemporal analysis of satellite imagery.
In Proceedings of the 26th EARSeL Symposium,
Warsaw (Poland),
2006.
Keyword(s): remotesensing.
[bibtexentry]

P. Gonçalves,
H. Carrão,
A. Pinheiro,
and M. Caetano.
Land cover classification with Support Vector Machine applied to MODIS imagery.
In Proceedings of the 25th EARSeL Symposium,
Porto (Portugal),
June 2005.
[WWW]
Keyword(s): remote sensing,
statistics.
[bibtexentry]

P. Oliveira,
P. Gonçalves,
and M. Caetano.
Land cover time profiles from linear mixture models applied to MODIS images.
In Proceedings of the 31st International Symposium on Remote Sensing of Environment,
St. Petersburg (Russian Federation),
June 2005.
[WWW]
Keyword(s): remote sensing,
statistics.
[bibtexentry]

R. Riedi and P. Gonçalves.
Diverging Moments, Wavelets and nonparametric Tail Estimation.
In Proceedings of Joint Statistical Meeting,
Minneapolis (USA),
August 2005.
Keyword(s): multiscale,
statistics,
probability.
[bibtexentry]

G. Rilling,
P. Flandrin,
and P. Gonçalves.
Empirical Mode Decomposition, Fractional Gaussian Noise and Hurst Exponent Estimation.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Philadelphia (US),
March 1923 2005.
[WWW]
Keyword(s): timefrequency(scale),
EMD,
multiscale,
statistics,
wavelets.
[bibtexentry]

J.B. Durand,
P. Gonçalves,
and Y. Guédon.
Arbres de Markov cachés : inférence et applications.
In Proceedings of XXXVI èmes Journées de Statistique,
Montpellier (France),
May 2004.
Keyword(s): wavelets,
statistics.
[bibtexentry]

P. Flandrin,
P. Gonçalves,
and G. Rilling.
Detrending and denoising with Empirical Mode Decompositions.
In Proceedings of Eusipco,
Wien (Austria),
pages 15811584,
September 2004.
[WWW]
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

J. Gosme,
C. Richard,
and P. Gonçalves.
Anisotropic diffusion equations for adaptive quadratic representations.
In Proceedings of Eusipco,
Wien (Austria),
September 2004.
[WWW]
Keyword(s): timefrequency(scale),
PDE.
[bibtexentry]

J. Gosme,
C. Richard,
and P. Gonçalves.
Diffusion Equations for Adaptive Affine Distributions.
In Proceedings of Int. Conf. Acoustics Speech and Signal Processing,
Montréal (Canada),
2004.
[WWW]
Keyword(s): timefrequency(scale),
PDE.
[bibtexentry]

P. Flandrin and P. Gonçalves.
Sur la décomposition modale empirique.
In Proceedings of the 19th Colloquium GRETSI,
Paris (France),
2003.
[WWW]
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

G. Rilling,
P. Flandrin,
and P. Gonçalves.
On empirical mode decomposition and its algorithms.
In Proceedings of IEEEEURASIP Workshop on Nonlinear Signal and Image Processing NSIP03,
Grado (Italy),
June 2003.
[WWW]
Keyword(s): timefrequency(scale),
EMD.
[bibtexentry]

J. Gosme,
P. Gonçalves,
C. Richard,
and R. Lengellé.
Adaptive diffusion and discriminant analysis for complexity control of timefrequency detectors.
In Proc. XI European Signal Processing Conference,
Toulouse (France),
September 2002.
[WWW]
Keyword(s): timefrequency(scale),
PDE,
statistics.
[bibtexentry]

P. Gonçalves.
Existence test of moments: Application to Multifractal Analysis.
In Proceedings Int. Conf. on Telecommunications,
Acapulco (Mexico),
May 2000.
Keyword(s): statistics,
multiscale,
wavelets,
probability.
[bibtexentry]

P. Gonçalves and R. Riedi.
Wavelet Analysis of Fractional Brownian Motion in Multifractal Time.
In Proceedings of the 17th Colloquium GRETSI,
Vannes (France),
September 1999.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics,
probability.
[bibtexentry]

P. Gonçalves and E. Payot.
Adaptive Diffusion Equation for Time Frequency Representations.
In IEEE Digital Signal Processing Workshop,
Utah (US),
August 1998.
[WWW]
Keyword(s): timefrequency(scale),
PDE.
[bibtexentry]

P. Gonçalves,
R. Riedi,
and R. Baraniuk.
A Simple Statistical Analysis of Waveletbased Multifractal Spectrum Estimation.
In Proceedings of the 32nd Conference on Signals, Systems and Computers,
Asilomar (US),
November 1998.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics,
probability.
[bibtexentry]

P. Gonçalves and P. Abry.
Multiple Window Wavelet Transform and Local Scaling Estimation.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Munich (Germany),
April 1997.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

D. Johnson,
P. Gonçalves,
and R. Baraniuk.
Improved TypeBased Detection of Analog Signals.
In IEEE Int. Conf. on Acoust. Speech and Sig. Proc.,
Munich (Germany),
April 1997.
[WWW]
Keyword(s): statistics.
[bibtexentry]

P. Gonçalves and R. Baraniuk.
Pseudo Affine Wigner Distributions.
In IEEE, Int. Conf. on Acoust., Speech and Signal Proc.,
Atlanta (US),
April 1996.
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

M. Pasquier,
P. Gonçalves,
and R. Baraniuk.
Hybrid Linear/Bilinear TimeScale Analysis.
In 3rd IEEE Sig. process. Int. Symposium on TimeFrequency and TimeScale Analysis,
Paris (France),
June 1996.
Keyword(s): timefrequency(scale),
wavelets.
[bibtexentry]

P. Flandrin and P. Gonçalves.
Geometry of affine distributions.
In IEEE, Int. Symp. Time Frequency and TimeScale Analysis,
Philadelphia (US),
pages 8083,
May 1994.
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Gonçalves and P. Flandrin.
Distributions affines: de la géométrie des interférences à la localisation des distributions.
In Proceedings of Colloque T.O.M,,
INSA Lyon (France),
March 1994.
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Abry,
P. Gonçalves,
and P. Flandrin.
Waveletbased spectral analysis of 1/f processes.
In IEEE, Int. Conf. on Acoust., Speech and Signal Proc.,
Minneapolis (US),
pages III.237III.240,
April 1993.
[WWW]
Keyword(s): multiscale,
wavelets,
statistics.
[bibtexentry]

P. Gonçalves and P. Flandrin.
Sur la localisation et la géométrie des distributions affines.
In Proceeding of the 14th colloquium GRETSI,
Juanlespins (France),
pages 355358,
September 1993.
Keyword(s): timefrequency(scale).
[bibtexentry]

P. Gonçalves and P. Flandrin.
Bilinear timescale analysis applied to local scaling exponents estimation.
In Progress in Wavelet Analysis and Applications (Y. Meyer and S. Roques, eds.),
Toulouse (France),
pages 271276,
June 1992.
Keyword(s): timefrequency(scale),
wavelets,
statistics,
multiscale.
[bibtexentry]

P. Gonçalves and P. Flandrin.
Scaling exponents estimation from timescale energy distributions.
In IEEE, Int. Conf. on Acoust., Speech and Signal Proc.,
San Francisco (US),
pages V.157V.160,
April 1992.
[WWW]
Keyword(s): timefrequency(scale),
wavelets,
statistics,
multiscale.
[bibtexentry]

B. Girault,
P. Gonçalves,
and E. Fleury.
Translation and Stationarity for Graph Signal.
Technical report RR8719,
INRIA,
2015.
Keyword(s): graph signal processing,
stochastic model.
[bibtexentry]

S. Roy,
T. Begin,
P. Loiseau,
and P. Gonçalves.
Un modèle de trafic adapté à la volatilité de charge d'un service de vidéo à la demande: Identification, validation et application à la gestion dynamique de ressources.
Technical report RR8072,
INRIA,
2012.
Keyword(s): large deviations,
markov models,
metrology,
networks,
resource management,
services,
virtualization.
[bibtexentry]

K. Avrachenkov,
P. Gonçalves,
A. Mishenin,
and M. Sokol.
Generalized Optimization Framework for Graphbased Semisupervised Learning.
Technical report 7774,
INRIA,
October 2011.
Keyword(s): machine learning,
networks,
telecommunications,
services,
graph based semisupervised learning.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
G. Dewaele,
P. Borgnat,
P. Abry,
and P. VicatBlanc.
Investigating selfsimilarity and heavytailed distributions on a large scale experimental facility.
Technical report 6472,
INRIA,
March 2008.
Keyword(s): networks,
multiscale,
statistics.
[bibtexentry]

P. Gonçalves,
C. Lenoir,
C. Heymes,
B. Swynghedauw,
and C. Lavergne.
Statistical Modelling of Cardiovascular Data. An Introduction to Linear Mixed Models.
Research Report 5787,
INRIA RhoneAlpes, Grenoble, France,
Dec. 2005.
Keyword(s): biomedical,
statistics.
[bibtexentry]

P. Gonçalves and R. Riedi.
Diverging Moments and Parameter Estimation.
Research Report 4647,
INRIA RhoneAlpes, Grenoble, France,
Nov. 2002.
Keyword(s): statistics,
multiscale,
wavelets,
probability.
[bibtexentry]

L. Noirie,
M. Jaber,
and P. Gonçalves.
A System And A Method For Detecting Cheating Applications.
Patent Alcatel Lucent, INRIA No. 12305956.0,
August 2012.
Keyword(s): networks,
classification,
metrology.
[bibtexentry]

P. Loiseau,
R. Guillier,
O. Goga,
M. Imbert,
P. Gonçalves,
and P. VicatBlanc.
Automated Traffic measurements and analysis in Grid'5000.
Note: Best Demonstration award at ACM SIGMETRICS/PERFORMANCE (Seattle, US),
June 2009.
Keyword(s): networks,
metrology.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
G. Dewaele,
P. Borgnat,
P. Abry,
and P. VicatBlanc.
Vérification du lien entre autosimilarité et distributions à queues lourdes sur un dispositif grande échelle,
June 2008.
Note: 9 ième Atelier en Evaluation de Performances, Aussois, France.
Keyword(s): networks,
multiscale,
statistics.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
Y. Kodama,
and P. VicatBlanc.
Metroflux: A fully operational high speed metrology platform,
September 2008.
Note: EuroNF workshop: New trends in modeling, quantitative methods and measurements, in cooperation with Netcoop, THOMSON Paris Research Labs, France.
Keyword(s): networks,
metrology.
[bibtexentry]

P. Loiseau,
P. Gonçalves,
and P. VicatBlanc.
How TCP can kill SelfSimilarity,
September 2008.
Note: EuroNF workshop: Traffic Engineering and Dependability in the Network of the Future, VTT, Finland.
Keyword(s): networks,
multiscale,
metrology.
[bibtexentry]
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