Bibliography

Major publications by the team in recent years

1K. Daoudi.

Iterated function systems and some generalizations: local regularity analysis and multifractal modeling of signals, in: Chapter in the book: Scaling, Fractals and Wavelets, 2009.
2V. Khanagha, H. Yahia, K. Daoudi, O. Pont, A. Turiel.

Reconstruction of Speech Signals from their Unpredictable Points Manifold, in: NOLISP 2011, published in Advanced in Nonlinear Speech Processing, LNAI 7015, Springer Verlag, Las Palmas de Gran Canaria, November 2011.

http://hal.inria.fr/hal-00647197/fr
3O. Pont, A. Turiel, H. Yahia.

An optimized algorithm for the evaluation of local singularity exponents in digital signals, in: Combinatorial Image Analysis, Lectures Notes in Computer Science 6636, 2010, vol. 43, p. 346-357.

http://dx.doi.org/10.1007/978-3-642-21073-0, http://hal.inria.fr/inria-00581057/fr
4E. Sanchez-Soto, A. Potamianos, K. Daoudi.

Unsupervised Stream-Weights Computation in Classification and Recognition Tasks, in: IEEE Trans. on Audio, Speech and Language Processing, 2009, vol. 17, n^o 3, p. 436–445.
5A. Turiel, H. Yahia, J. C. Perez-Vicente.

Microcanonical multifractal formalism: a geometrical approach to multifractal systems. Part I: singularity analysis, in: Journal of Physics A: Math. Theor, 2008, vol. 41.

http://dx.doi.org/10.1088/1751-8113/41/1/015501
6H. Yahia, J. Sudre, C. Pottier, V. Garçon.

Motion analysis in oceanographic satellite images using multiscale methods and the energy cascade, in: Pattern Recognition, 2010, vol. 43, p. 3591-3604.

http://dx.doi.org/10.1016/j.patcog.2010.04.011, http://hal.inria.fr/inria-00423748

Publications of the year

Articles in International Peer-Reviewed Journal

7O. Pont, A. Turiel, J. C. Perez-Vicente.

On optimal wavelet bases for the realization of microcanonical cascade processes, in: International Journal of Wavelets Multiresolution and Information Processing, 2011, vol. 9, n^o 1, p. 35-61, International Journal of Wavelets, Multiresolution and Information Processing. [ DOI : 10.1142/S0219691311003943 ]

http://hal.inria.fr/inria-00582372/en

International Conferences with Proceedings

8M. Al Mashrgy, N. Bougila, K. Daoudi.

A Robust Approach for Multivariate Binary Vectors Clustering and Feature Selection, in: ICONIP 2011, Shangai, China, November 2011, volume 7063 of Lecture Notes in Computer Science.

http://hal.inria.fr/hal-00647990/fr
9K. Daoudi, R. Jourani, R. André-Obrecht, D. Aboutajdine.

Speaker Identification Using Discriminative Learning of Large Margin GMM, in: ICONIP 2011, Shangai, China, November 2011, volume 7063 of Lecture Notes in Computer Science.

http://hal.inria.fr/hal-00647990/fr
10R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine.

Apprentissage discriminant des GMM à grande marge pour la vérification automatique du locuteur, in: XXIIIe colloque GRETSI, Bordeaux, France, September 2011.

http://hal.inria.fr/hal-00647978/fr
11R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine.

Fast training of Large Margin diagonal Gaussian mixture models for speaker identification, in: 6th Conference on Speech Technology and Human-Computer Dialogue (SpeD), 2011.

http://hal.inria.fr/hal-00647213/fr
12R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine.

Speaker verification using Large Margin GMM discriminative training, in: International Conference on Multimedia Computing and Systems (ICMCS), 2011.

http://hal.inria.fr/hal-00647232/fr
13V. Khanagha, K. Daoudi, O. Pont, H. Yahia.

Improving text-independent phonetic segmentation based on the Microcanonical Multiscale Formalism, in: ICASSP 2011, Prague, Czech Republic, May 2011.

http://hal.inria.fr/inria-00557661/en
14V. Khanagha, O. Pont, K. Daoudi, H. Yahia.

Une nouvelle approche non-linéaire pour la segmentation phonétique, in: XXIIIe colloque GRETSI, Bordeaux, France, September 2011.

http://hal.inria.fr/hal-00647585/fr
15V. Khanagha, H. Yahia, K. Daoudi, O. Pont, A. Turiel.

Reconstruction of Speech Signals from their Unpredictable Points Manifold, in: NOLISP 2011, published in Advanced in Nonlinear Speech Processing, LNAI 7015, Springer Verlag, Las Palmas de Gran Canaria, November 2011.

http://hal.inria.fr/hal-00647197/fr
16H. Kumar Goddabanahalli, D. Singh, H. Yahia.

A detailed analysis of multi-sensor fusion of moderate resolution imaging spectroradiometer, in: 19th European Signal Processing Conference (EUSIPCO 2011), 2011.

http://hal.inria.fr/hal-00649466/fr
17H. Maji, O. Pont, T. Fusco, V. Michau, J. Sudre.

A multiscale approach to phase reconstruction for Adaptive Optics, in: IEEE Workshop on Electronics, Control, Measurement and Signals ECMS, Liberec, Czech Republic, Technical university of Liberec, 2011.

http://hal.inria.fr/inria-00591097/en
18O. Pont, M. Haïssaguerre, H. Yahia, N. Derval, M. Hocini.

A novel analysis method to characterize heartbeat dynamics through the Microcanonical Multiscale Formalism, in: 6th International Conference on Mass Data Analysis of Image and Signals in Medicine, Biotechnology, Chemistry and Food Industry MDA, New York, United States, Lecture Notes in Computer Science (LNCS), Springer, 2011, Full paper and oral talk Accepted.

http://hal.inria.fr/inria-00590696/en
19O. Pont, M. Haïssaguerre, H. Yahia, N. Derval, M. Hocini.

Heartbeat Dynamics from a Microcanonical Multifractal Approach, in: Computing in Cardiology, Hangzou, China, September 2011.

http://hal.inria.fr/hal-00648301/en
20O. Pont, A. Turiel, H. Yahia.

An optimized algorithm for the evaluation of local singularity exponents in digital signals, in: 14th International Workshop, IWCIA, Madrid, Spain, J. Aggarwal, R. Barneva, V. Brimkov, K. Koroutchev, E. Korutcheva (editors), Lecture Notes in Computer Science (LNCS), Springer, 2011, vol. 6636, p. 346-357.

http://hal.inria.fr/inria-00581057/en
21J. Sudre, H. Yahia, O. Pont, C. Pottier, V. Garçon.

Inferring fluid motion at submesoscale from high resolution remotely sensed data, in: OSTST 2011, San Diego, 2011.

http://depts.washington.edu/uwconf/ostst2011/
22J. Winebarger, K. Daoudi, H. Yahia.

Improving SVF with DISTBIC for Phoneme Segmentation, in: International COnference Speech and Computer (SPECOM) 2011, Kazan, Russian Federation, September 2011.

http://hal.inria.fr/hal-00647985/fr

National Conferences with Proceeding

23O. Pont, M. Haïssaguerre, H. Yahia, N. Derval, M. Hocini.

A microcanonical multifractal approach to the characterization of heartbeat dynamics, in: FisEs 2011, Barcelona, Spain, Royal Spanish Society of Physics RSEF, 2011.

http://hal.inria.fr/inria-00590976/en

Other Publications

24O. Pont, M. Haïssaguerre, H. Yahia, N. Derval, M. Hocini.

Microcanonical processing of ECG and intracardial potential in atrial fibrillation, in: Transactions on Mass-Data Analysis of Images and Signals, 2012, Invited paper, Special Edition, To appear.
25O. Pont, V. Nieves, A. Turiel.

Description of ocean dynamics with optimal wavelet cascade processes, 2011, Journal of Geophysical Research (JGR). To be submitted.

http://hal.inria.fr/inria-00438524/en
26O. Pont, A. Turiel, J. C. Perez-Vicente.

Volatility forecasting methods with optimal wavelets, 2011, Physica A. In preparation.

http://hal.inria.fr/inria-00438525/en
27J. Winebarger.

Phoneme segmentation and Voice activity detection, in: Internship report, 2011.

http://hal.inria.fr/hal-00647986/fr
28H. Yahia, J. Sudre, V. Garçon, C. Pottier.

High-resolution ocean dynamics from microcanonicalformulations in non linear complex signal analysis, in: AGU Fall Meeting, San Francisco, USA, 2011, Invited session.

http://hal.inria.fr/hal-00650224/en

References in notes

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30N. Boccara.

Modeling Complex Systems, Springer, New-York Dordrecht Heidelberg London, 2010.
31G. Boffetta, M. Cencini, M. Falcioni, A. Vulpiani.

Predictability: a way to characterize complexity, in: Physics Report, 2002, vol. 356, p. 367–474, arXiv:nlin/0101029v1.

http://dx.doi.org/10.1016/S0370-1573(01)00025-4
32P. Flandrin.

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33M. Gell-Mann.

What is Complexity ?, John Wiley and Sons, Inc., 1995, vol. 1, 1 p.

http://complexity.martinsewell.com/Gell95.pdf
34C. Heneghan, G. McDarby.

Establishing the relation between detrended fluctuation analysis and power spectral density analysis for stochastic processes, in: Phys. Rev. E, 2000, vol. 62, n^o 5, p. 6103-6110.

http://link.aps.org/doi/10.1103/PhysRevE.62.6103
35K. Judd, A. Mees.

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http://www.sciencedirect.com/science/article/pii/S016727899800089X
36A. Lesne.

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37J. Nadal, P. E. Grassberger.

From Statistical Physics to Statistical Inference and Back, Springer, New York Heidelberg Berlin, 1994.

http://www.springer.com/physics/complexity/book/978-0-7923-2775-2
38O. Pont.

Universality in multiscale, turbulent-like self-organization: from algal blooms to heartbeat to stock market dynamics, in: IFISC, Emergence and Design of Robustness - General principles and applications to biological, social and industrial networks, Palma de Mallorca, September 2010.

http://hal.inria.fr/inria-00533395/en
39O. Pont, A. Turiel, J. C. Perez-Vicente.

Empirical evidences of a common multifractal signature in economic, biological and physical systems, in: Physica A, Elsevier, 2009, n^o 388, p. 2025–2035.

http://hal.inria.fr/inria-00438521
40H. Stanley.

Introduction to phase transitions and critical phenomena, Oxford Science publications, Oxford, UK, 1987.
41F. Takens.

Detecting Strange Attractors in Turbulence, in: Non Linear Optimization, 1981, vol. 898, p. 366–381.

http://www.springerlink.com/content/b254x77553874745/
42A. Turiel, A. del Pozo.

Reconstructing images from their most singular fractal manifold, in: IEEE Trans. on Im. Proc., 2002, vol. 11, p. 345–350.
43A. Turiel, J. C. Perez-Vicente, J. Grazzini.

Numerical methods for the estimation of multifractal singularity spectra on sampled data: a comparative study, in: Journal of Computational Physics, 2006, vol. 216, n^o 1, p. 362–390.
44A. Turiel, J. C. Perez-Vicente.

Role of multifractal sources in the analysis of stock market time series, in: Physica A, September 2005, vol. 355, p. 475–496.
45G. Weisbuch.

Complex Systems Dynamics, Addison Wesley Longman, 1991.

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