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. P. Gonçalves. Analyse temps-fréquence 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. Keyword(s): time-frequency(scale), EMD, multi-scale, statistics, biomedical, remote sensing, networks, wavelets, probability. [bibtex-entry]

1. P. Gonçalves, S. Roy, and T. Begin. Dynamic Resource Management in Clouds: A Probabilistic Approach. IEICE Transactions on Communications, special session on Networking Technologies for Cloud Services, 2012. Note: To appear. [bibtex-entry]



2. 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. [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. 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, networks, metrology, fractal analysis, long range dependence. [bibtex-entry]



5. 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. Keyword(s): remote sensing, statistics. [bibtex-entry]



6. 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, RR, biomedical, Multifractal analysis, FECG, HRV, RR. [bibtex-entry]



7. 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]



8. 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. Keyword(s): multi-scale, wavelets, statistics. [bibtex-entry]



9. 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. Keyword(s): time-frequency(scale), wavelets. [bibtex-entry]



10. 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]



11. 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. Keyword(s): remote-sensing, statistics. [bibtex-entry]



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



13. 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. Keyword(s): statistics, wavelets. [bibtex-entry]



14. 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. Keyword(s): multi-scale, statistics, wavelets, probability. [bibtex-entry]

1. K. Avrachenkov, P. Gonçalves, A. Mishenin, and M. Sokol. Generalized Optimization Framework for Graph-based Semi-supervised Learning. In SIAM Data Mining, 2012. Keyword(s): machine lear, networks, telecommunications, systems, services, distributed computing. [bibtex-entry]



2. K. Avrachenkov, P. Gonçalves, A. Legout, and M. Sokol. Graph Based Classification of Content and Users in Graph Based Classification of Content and Users in BitTorrent. In NIPS Conference, Big Learning Workshop, 2011. Keyword(s): machine learning, networks, telecommunications, systems, services, distributed computing. [bibtex-entry]



3. O. Goga, P. Loiseau, and P. Gonçalves. On the Impact of the Flow-Size 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. [bibtex-entry]



4. G. Koslovski, S. Soudan, P. Gonçalves, and P. Vicat-Blanc. 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. [bibtex-entry]



5. 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]



6. 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. Keyword(s): biomedical, multi-scale, statistics, biomedical, multi-scale, statistics. [bibtex-entry]



7. P. Gonçalves, X. Grandchamp, X. Pelorson, B. Raffin, A. Van Hirtum, P. Vicat-Blanc, 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 347-350, July 2010. [bibtex-entry]



8. O. Grémillet, P. Gonçalves, P. Vicat-Blanc, 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), Jun-jul 2010. Keyword(s): networks, statistics. [bibtex-entry]



9. P. Loiseau, P. Gonçalves, J. Barral, and P. Vicat-Blanc. Modeling TCP Throughput: an Elaborated Large-Deviations-Based Model and its Empirical Validation. In IFIP, Performance, Namur (Belgium), Nov. 2010. Keyword(s): networks, multi-scale, probability. [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. Keyword(s): biomedical, statistics. [bibtex-entry]



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



12. P. Loiseau, P. Gonçalves, R. Guillier, M. Imbert, Y. Kodama, and P. Vicat-Blanc. Metroflux: A high performance system for analyzing flow at very fine-grain. In TridentCom, April 2009. Keyword(s): networks, metrology. [bibtex-entry]



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



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



15. P. Loiseau, P. Gonçalves, and P. Vicat-Blanc. 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. [bibtex-entry]



16. 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): time-frequency(scale), EMD. [bibtex-entry]



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



18. H. Carrão, P. Gonçalves, and M. Caetano. Use of intra-annual satellite imagery time-series for land cover characterization purpose. In Proceedings of the 26th EARSeL Symposium, Warsaw (Poland), 2006. Keyword(s): remote-sensing, statistics. [bibtex-entry]



19. P. Gonçalves, H. Carrão, and M. Caetano. Parametric model for intra-annual reflectance time series. In Proceedings of the 26th EARSeL Symposium, Warsaw (Poland), 2006. Keyword(s): remote-sensing, statistics. [bibtex-entry]



20. A. Pinheiro, P. Gonçalves, H. Carrão, and M. Caetano. A toolbox for multi-temporal analysis of satellite imagery. In Proceedings of the 26th EARSeL Symposium, Warsaw (Poland), 2006. Keyword(s): remote-sensing. [bibtex-entry]

1. K. Avrachenkov, P. Gonçalves, A. Mishenin, and M. Sokol. Generalized Optimization Framework for Graph-based Semi-supervised Learning. Technical report 7774, INRIA, October 2011. Keyword(s): machine learning, networks, telecommunications, systems, services, distributed computing. [bibtex-entry]



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



2. 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]



3. P. Loiseau, P. Gonçalves, Y. Kodama, and P. Vicat-Blanc. Metroflux: A fully operational high speed metrology platform, September 2008. Note: Euro-NF workshop: New trends in modeling, quantitative methods and measurements, in cooperation with Net-coop, THOMSON Paris Research Labs, France. Keyword(s): networks, metrology. [bibtex-entry]



4. P. Loiseau, P. Gonçalves, and P. Vicat-Blanc. How TCP can kill Self-Similarity, September 2008. Note: Euro-NF workshop: Traffic Engineering and Dependability in the Network of the Future, VTT, Finland. Keyword(s): networks, multi-scale, metrology. [bibtex-entry]

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