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



2. 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): multi-scale, wavelets, statistics. [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. 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. 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]



4. 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]



5. 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]



6. 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]



7. 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]



8. 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. 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 27--29 2019. Note: Best paper award. Keyword(s): graph based semi-supervised learning, networks. [bibtex-entry]



2. S. De Nigris, E. Bautista, P. Abry, K. Avrachenkov, and P. Gonçalves. Fractional Graph-based Semi-Supervised Learning. In International School and Conference on Network Science, Paris (France), June 2018. Keyword(s): graph based semi-supervised learning, graph signal processing,. [bibtex-entry]



3. E. Bautista, S. De Nigris, P. Abry, K. Avrachenkov, and P. Gonçalves. Lévy Flights for Graph Based Semi-Supervised Classification. In Proceeding of the 26th colloquium GRETSI, 2017. Keyword(s): graph based semi-supervised learning, graph signal processing, random walks, Lévy flights. [bibtex-entry]



4. S. De Nigris, E. Bautista, P. Abry, K. Avrachenkov, and P. Gonçalves. Fractional Graph-based Semi-Supervised Learning. In Proc. 25th European Signal Processing Conference, 2017. Keyword(s): graph based semi-supervised learning, graph signal processing, random walks, Lévy flights. [bibtex-entry]



5. 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. [bibtex-entry]



6. J. Spilka, S. Roux, N. Garnier, P. Abry, P. Gonçalves, and M. Doret. Nearest-Neighbor 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. [bibtex-entry]



7. 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 Computer-Based Medical Systems, Porto (Portugal), june 2013. Note: Best paper award. Keyword(s): biomedical, Multifractal analysis, FECG, HRV. [bibtex-entry]



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



9. 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, multi-scale, statistics, biomedical, multi-scale, statistics. [bibtex-entry]



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



11. 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): time-frequency(scale), EMD, wavelets, multi-scale, statistics. [bibtex-entry]



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



13. P. Abry, P. Gonçalves, and P. Flandrin. Wavelet-based spectral analysis of 1/f processes. In IEEE, Int. Conf. on Acoust., Speech and Signal Proc., Minneapolis (US), pages III.237-III.240, April 1993. [WWW] Keyword(s): multi-scale, wavelets, statistics. [bibtex-entry]

1. 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. Technical report 6472, INRIA, March 2008. Keyword(s): networks, multi-scale, statistics. [bibtex-entry]

1. P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, and P. Vicat-Blanc. Vérification du lien entre auto-similarité 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, multi-scale, statistics. [bibtex-entry]

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