1. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Semi-automatic 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. [bibtex-entry]



2. 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. [bibtex-entry]

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



2. 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. [bibtex-entry]



3. 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. [bibtex-entry]

1. 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,. [bibtex-entry]



2. 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. [bibtex-entry]

1. 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 computing-networking-visualisation unit with social impact. International Research Journal of Computer Science, 4(2), April 2015. Keyword(s): networks, metrology,. [bibtex-entry]



2. 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. [bibtex-entry]



3. B. Girault, P. Gonçalves, and E. Fleury. Translation on Graphs: an Isometric Shift Operator. IEEE, Signal Processing Letters, 22(12):2416-2420, December 2015. Keyword(s): graph signal processing, stationnarity. [bibtex-entry]



4. R. Riedi and P. Gonçalves. A strong Tauberian theorem for characteristic functions. Applied Computational Harmonic Analysis, 39:552-557, March 2015. Keyword(s): multi-scale, statistics, wavelets, probability. [bibtex-entry]

1. 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, E95-B(08), August 2012. Note: Invited paper. Keyword(s): large deviations, markov models, networks, resource management. [bibtex-entry]



2. 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, 391:5658-5671, 2012. Keyword(s): large deviations, estimation, HRV, biomedical, multifractal analysis,. [bibtex-entry]

1. J. Barral and P. Gonçalves. On the estimation of the large deviations spectrum. Journal of Statistical Physics, 144(6):1256-1283, 2011. Keyword(s): measure theory, multifractal analysis, estimation, large deviations. [bibtex-entry]



2. 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):2186-2193, August 2011. Keyword(s): biomedical, multi-scale, statistics, biomedical, multi-scale, statistics. [bibtex-entry]



3. P. Loiseau, P. Vicat-Blanc, and P. Gonçalves. A long-range dependent model for network traffic with flow-scale correlations. Stochastic Models, 27:333-361, 2011. Keyword(s): networks, metrology, fractal analysis, long range dependence. [bibtex-entry]

1. 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):1919-1930, 2010. [WWW] Keyword(s): remote sensing, statistics. [bibtex-entry]



2. 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):259-266, Nov. 2010. Keyword(s): biomedical, Multifractal analysis, FECG, HRV. [bibtex-entry]



3. P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, and P. Vicat-Blanc. Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility. IEEE/ACM Transactions on Networking, 18(4):1261-1274, August 2010. Keyword(s): multi-scale, networks, statistics, metrology, probability. [bibtex-entry]

1. 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 71-102. ISTE -- John Wiley & Sons, Inc., 2009. [WWW] Keyword(s): multi-scale, wavelets, statistics. [bibtex-entry]

1. P. Gonçalves, J.-Ph. Ovarlez, and R. Baraniuk. Quadratic Time-Frequency Analysis III: The Affine Class and Other Covariant Classes. In F. Hlawatsch and F. Auger, editors, Time-Frequency Analysis: Concepts and Methods, pages 193-226. ISTE -- John Wiley & Sons, Inc., 2008. [WWW] Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]



2. 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): remote-sensing, statistics. [bibtex-entry]



3. 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):986-997, 2008. [WWW] Keyword(s): remote-sensing, statistics. [bibtex-entry]

1. G. Rilling, P. Flandrin, P. Gonçalves, and J. M. Lilly. Bivariate Empirical mode decomposition. IEEE, Signal Processing Letters, 14(12):936-939, 2007. [WWW] Keyword(s): time-frequency(scale), EMD. [bibtex-entry]

1. A. Antoniadis, A. Feuerverger, and P. Gonçalves. Wavelet Based Estimation for Univariate Stable Laws. Annals of the Institute of Mathematical Statistics, 58(4):779-807, 2006. [WWW] Keyword(s): statistics, wavelets. [bibtex-entry]

1. 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 Hilbert-Huang Transform and Its Applications, pages 55-74. Interdisciplinary Mathematical Sciences, 2005. Keyword(s): time-frequency(scale), EMD, wavelets. [bibtex-entry]



2. J.-Ph. Ovarlez, P. Gonçalves, and R. Baraniuk. Analyse temps-fréquence quadratique III : La classe affine et autres classes covariantes. In F. Hlawatsch and F. Auger, editors, Temps-Fréquence: concepts et outils, pages 201-235. Hermès Sciences Publications, 2005. Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]



3. P. Gonçalves and R. Riedi. Diverging moments and parameter estimation. Journal of American Statistical Association, 100(472):1382-1393, December 2005. Note: Also Inria Technical Report RR-4647, 2002. [WWW] Keyword(s): multi-scale, statistics, wavelets, probability. [bibtex-entry]



4. J. Gosme, C. Richard, and P. Gonçalves. Adaptive diffusion as a versatile tool for time-frequency and time-scale representations processing: a review. IEEE Trans. on Signal Processing, 53(11):4136-4146, November 2005. [WWW] Keyword(s): time-frequency(scale), PDE. [bibtex-entry]

1. 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):2551-2560, September 2004. Note: Also Inria Technical Report RR-4248, 2002. [WWW] Keyword(s): wavelets, statistics. [bibtex-entry]



2. P. Flandrin and P. Gonçalves. Empirical Mode Decompositions as data-driven wavelet-like expansions. Int. J. of Wavelets, Multiresolution and Information Processing, 2(4):477-496, 2004. [WWW] Keyword(s): time-frequency(scale), EMD, wavelets. [bibtex-entry]



3. P. Flandrin, G. Rilling, and P. Gonçalves. Empirical mode decomposition as a filter bank. IEEE, Signal Processing Letters, 11(2):112-114, February 2004. [WWW] Keyword(s): time-frequency(scale), EMD. [bibtex-entry]

1. 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 19-51. Hermès Sciences Publications, 2002. Keyword(s): multi-scale, wavelets, statistics. [bibtex-entry]

1. 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):24-28, july 2001. [WWW] Keyword(s): HRV, time-frequency. [bibtex-entry]

1. M. Pasquier, P. Gonçalves, and R. Baraniuk. Hybrid Linear/Bilinear Time-Scale Analysis. IEEE Trans. on Signal Processing, 47(1):254-259, January 1999. [WWW] Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]

1. P. Gonçalves and R. Baraniuk. Pseudo Affine Wigner Distributions : Definition and Kernel Formulation. IEEE Trans. on Signal Processing, 46(6):2305-2314, June 1998. [WWW] Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]

1. P. Gonçalves, P. Flandrin, and E. Chassande-Mottin. Time-Frequency Methods in Time Series Data Analysis. In M Davier and P. Hello, editors, Proceedings of Gravitational Wave Data Analysis Workshop 2, pages 35-46. Editions Frontières, 1997. [WWW] Keyword(s): time-frequency(scale). [bibtex-entry]

1. P. Flandrin and P. Gonçalves. Geometry of affine time-frequency distributions. Applied Computational Harmonic Analysis, 3:10-39, January 1996. [WWW] Keyword(s): time-frequency(scale). [bibtex-entry]



2. P. Gonçalves and R. Baraniuk. A pseudo-Bertrand distribution for time-scale analysis. IEEE Signal Processing Letters, 3(3):82-84, March 1996. Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]

1. 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): multi-scale, wavelets, statistics. [bibtex-entry]

1. P. Flandrin and P. Gonçalves. From wavelets to time-scale energy distributions. In G. W. LL. Schumaker, editor, Recent Advances in the Theory of wavelets, pages 309-334. Academic Press, 1992. Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]

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