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Bibliography

Major publications by the team in recent years
  • 1V. Khanagha, K. Daoudi.

    An Efficient Solution to Sparse Linear Prediction Analysis of Speech, in: EURASIP Journal on Audio, Speech, and Music Processing, Special Issue on Sparse Modeling for Speech and Audio Processing, 2012.

    http://hal.inria.fr/hal-00709168
  • 2S. Maji, O. Pont, H. Yahia, J. Sudre.

    Inferring Information across Scales in Acquired Complex Signals, in: European Conference on Complex Systems, ECCS'12, Brussels, The Complex Systems Society, Springer LNCS (number under way), 2012.
  • 3O. Pont, A. Turiel, 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, p. 35-61.

    http://hal.inria.fr/inria-00582372
  • 4O. 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
  • 5O. Pont, A. Turiel, H. Yahia.

    Singularity analysis in digital signals through the evaluation of their Unpredictable Point Manifold, in: International Journal of Computer Mathematics, 2012.

    http://hal.inria.fr/hal-00688715
  • 6O. Pont, H. Yahia, R. Dubois, M. Haïssaguerre.

    A Singularity-analysis Approach to characterize Epicardial Electric Potential, in: Computing in Cardiology , 2012.

    http://hal.inria.fr/hal-00750003
  • 7E. 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, no 3, p. 436–445.
  • 8A. Turiel, H. Yahia, 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
  • 9H. 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 Journals

  • 10R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine.

    Discriminative speaker recognition using Large Margin GMM, in: Neural Computing and Applications, 2012.

    http://hal.inria.fr/hal-00750385
  • 11V. Khanagha, K. Daoudi.

    An Efficient Solution to Sparse Linear Prediction Analysis of Speech, in: EURASIP Journal on Audio, Speech, and Music Processing, Special Issue on Sparse Modeling for Speech and Audio Processing, 2012.

    http://hal.inria.fr/hal-00709168
  • 12O. Pont, M. Haïssaguerre, H. Yahia, N. Derval, M. Hocini.

    Microcanonical processing methodology for ECG and intracardial potential: application to atrial fibrillation, in: Transactions on Mass-Data Analysis of Images and Signals, 2012, vol. 4, no 1.

    http://hal.inria.fr/hal-00668550
  • 13O. Pont, A. Turiel, H. Yahia.

    Singularity analysis in digital signals through the evaluation of their Unpredictable Point Manifold, in: International Journal of Computer Mathematics, 2012.

    http://hal.inria.fr/hal-00688715

Invited Conferences

  • 14H. Yahia, J. Sudre, V. Garçon, C. Pottier.

    High-Resolution Ocean Dynamics from Microcanonical Formulations in Nonlinear Complex Signal Analysis, in: European Geosciences Union General Assembly (EGU), Vienna, Austria, 2012, Session NP3.1 "Nonlinear, scaling and Complex Physical and Biogeophysical Processes in the Atmosphere and Ocean".

    http://hal.inria.fr/hal-00762869

International Conferences with Proceedings

  • 15C. Garbe, A. Butz, I. Dadou, B. Dewitte, V. Garçon, S. Illig, A. Paulmier, J. Sudre, H. Yahia.

    Climatically-Active Gases In The Eastern Boundary Upwelling And Oxygen Minimum Zone (Omz) Systems, in: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, Munich, Germany, 2012.

    http://hal.inria.fr/hal-00760423
  • 16C. Garbe, A. Butz, I. Dadou, B. Dewitte, V. Garçon, S. Illig, A. Paulmier, J. Sudre, H. Yahia.

    Climatically-Active Gases In The Eastern Boundary Upwelling And Oxygen Minimum Zone (Omz) Systems, in: EGU General Assembly 2012 Vol. 14, EGU2012-7779-1, 2012, 7779, Munich, Germany, 2012.

    http://hal.inria.fr/hal-00759045
  • 17V. Khanagha, K. Daoudi.

    Efficient multipulse approximation of speech excitation using the most singular manifold, in: INTERSPEECH 2012, April 2012.

    http://hal.inria.fr/hal-00684895
  • 18S. Maji, O. Pont, H. Yahia, J. Sudre.

    Inferring Information across Scales in Acquired Complex Signals, in: European Conference on Complex Systems, ECCS'12, Brussels, LNCS, Springer, 2012.
  • 19S. Maji, H. Yahia, O. Pont, J. Sudre, T. Fusco, V. Michau.

    Towards Multiscale Reconstruction of Perturbated Phase from Hartmann-Shack Acquisitions, in: IEEE NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012), Nuremberg, Germany, Jun 2012.

    http://hal.inria.fr/hal-00703723
  • 20O. Pont, H. Yahia, R. Dubois, M. Haïssaguerre.

    A Singularity-analysis Approach to characterize Epicardial Electric Potential, in: Computing in Cardiology , 2012.

    http://hal.inria.fr/hal-00750003

Other Publications

  • 21H. Badri.

    Informatique graphique dans le domaine du gradient et formalisme des systèmes reconstructibles, 2012, Internship report, GEOSTAT Inria BSO team and Faculté de Rabat, Maroc.

    http://hal.inria.fr/hal-00758435
  • 22O. Pont.

    Analyse multiéchelles du potentiel électrique épicardique, in: Biologie, Médecine et Systèmes Complexes, Rencontres du GdR "Dynamique et Contrôle des Systèmes Complexes" (DYCOEC) en partenariat avec le GdR "STIC-Santé", Rouen, France, 2012.

    https://www.coria.fr/dycoec/spip.php?article184/
  • 23O. Pont, H. Yahia, R. Dubois.

    Microcanonical multifractal analysis of electric potential maps on the heart surface, in: FisEs 2012, Palma de Majorca, Spain, 2012.

    http://hal.inria.fr/hal-00750005
  • 24J. Sudre, H. Yahia, O. Pont, C. Pottier, C. Maes, V. Garçon.

    Towards high-resolution mapping of ocean dynamics: multiscale fusion between low-resolution altimetry and high resolution sst, in: ESA/GlobCurrent User Consultation Meeting, Brest, France, 2012.

    http://hal.inria.fr/hal-00762862
References in notes
  • 25A. Arneodo, F. Argoul, E. Bacry, J. Elezgaray, J. F. Muzy.

    Ondelettes, multifractales et turbulence, Diderot Editeur, Paris, France, 1995.
  • 26N. Boccara.

    Modeling Complex Systems, Springer, New-York Dordrecht Heidelberg London, 2010.
  • 27G. 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
  • 28P. Flandrin.

    Time-frequency/Time-scale analysis, Academic Press, San Diego, USA, 1999.
  • 29M. Gell-Mann.

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

    http://complexity.martinsewell.com/Gell95.pdf
  • 30C. 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, no 5, p. 6103-6110.

    http://link.aps.org/doi/10.1103/PhysRevE.62.6103
  • 31K. Judd, A. Mees.

    Embedding as a modelling problem, in: Non Linear Optimization, 1998, vol. 20, no 3-4, p. 273-286.

    http://www.sciencedirect.com/science/article/pii/S016727899800089X
  • 32O. Laligant, F. Truchetet.

    A nonlinear derivative scheme applied to edge detection, in: IEEE Transactions on Pattern Matching and Machine Intelligence, 2010, vol. 32, no 2, p. 242–257.
  • 33A. Lesne.

    Méthodes de renormalisation. Phénomènes critiques, chaos, structures fractales, Eyrolles, Paris, 1996, ISBN 2-212-05830-6.
  • 34J. 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
  • 35O. 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
  • 36O. Pont, A. Turiel, C. Perez-Vicente.

    Empirical evidences of a common multifractal signature in economic, biological and physical systems, in: Physica A, Elsevier, 2009, no 388, p. 2025–2035.

    http://hal.inria.fr/inria-00438521
  • 37H. Stanley.

    Introduction to phase transitions and critical phenomena, Oxford Science publications, Oxford, UK, 1987.
  • 38J. L. Starck, F. Murthag, J. Fadili.

    Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity, Cambridge University Press, 2010, ISBN:9780521119139.
  • 39F. Takens.

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

    http://www.springerlink.com/content/b254x77553874745/
  • 40A. Turiel, A. del Pozo.

    Reconstructing images from their most singular fractal manifold, in: IEEE Trans. on Im. Proc., 2002, vol. 11, p. 345–350.
  • 41A. Turiel, 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, no 1, p. 362–390.
  • 42A. Turiel, 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.
  • 43G. Weisbuch.

    Complex Systems Dynamics, Addison Wesley Longman, 1991.


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