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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]
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