Bibliography

Major publications by the team in recent years

• 1V. Khanagha, K. Daoudi, O. Pont, H. Yahia, A. Turiel.
  
  Non-linear speech representation based on local predictability exponents, in: Neurocomputing Journal, April 2013.
  
  http://hal.inria.fr/hal-00685019
• 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, 2012, The Complex Systems Society, Springer LNCS.
• 3S. K. Maji, H. Yahia, H. Badri.
  
  Reconstructing an image from its edge representation, in: Digital Signal Processing, July 2013. [ DOI : 10.1016/j.dsp.2013.06.013 ]
  
  http://hal.inria.fr/hal-00850398
• 4S. K. Maji, H. Yahia.
  
  Edges, Transitions and Criticality, in: Pattern Recognition, January 2014.
  
  http://hal.inria.fr/hal-00924137
• 5O. 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, pp. 35-61.
  
  http://hal.inria.fr/inria-00582372
• 6O. 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, pp. 346-357.
  
  http://dx.doi.org/10.1007/978-3-642-21073-0, http://hal.inria.fr/inria-00581057/fr
• 7O. 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
• 8O. 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
• 9O. Pont, H. Yahia, B. Xu.
  
  Arrhythmic dynamics from singularity analysis of electrocardiographic maps, in: EBMC'13-The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, IEEE, July 2013. [ DOI : 10.1109/EMBC.2013.6610955 ]
  
  http://hal.inria.fr/hal-00823856
• 10E. 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, pp. 436–445.
• 11A. 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
• 12H. 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, pp. 3591-3604.
  
  http://dx.doi.org/10.1016/j.patcog.2010.04.011, http://hal.inria.fr/inria-00423748

Publications of the year

Doctoral Dissertations and Habilitation Theses

• 13V. Khanagha.
  
  Nouvelles méthodes multi-échelles pour l'analyse non-linéaire de la parole, Université Sciences et Technologies - Bordeaux I, January 2013.
  
  http://hal.inria.fr/tel-00821896
• 14S. K. Maji.
  
  Multiscale Methods in Signal Processing for Adaptive Optics, Université Sciences et Technologies - Bordeaux I, November 2013.
  
  http://hal.inria.fr/tel-00909085

Articles in International Peer-Reviewed Journals

• 15V. Khanagha, K. Daoudi.
  
  An Efficient Solution to Sparse Linear Prediction Analysis of Speech, in: EURASIP Journal on Audio, Speech, and Music Processing, January 2013, vol. 3. [ DOI : 10.1186/1687-4722-2013-3 ]
  
  http://hal.inria.fr/hal-00709168
• 16V. Khanagha, K. Daoudi, O. Pont, H. Yahia.
  
  A novel approach to phonetic segmentation through local singularity analysis of speech, in: Digital Signal Processing, 2014, soumis.
  
  http://hal.inria.fr/hal-00850449
• 17V. Khanagha, K. Daoudi, O. Pont, H. Yahia, A. Turiel.
  
  Non-linear speech representation based on local predictability exponents, in: Neurocomputing Journal, April 2013.
  
  http://hal.inria.fr/hal-00685019
• 18V. Khanagha, D. Khalid, H. Yahia.
  
  Efficient and robust detection of Glottal Closure Instants using Most Singular Manifold of speech signals, in: IEEE Transactions on Acoustics Speech and Signal Processing, 2014, soumis.
  
  http://hal.inria.fr/hal-00802014
• 19S. K. Maji, H. Yahia, H. Badri.
  
  Reconstructing an image from its edge representation, in: Digital Signal Processing, July 2013. [ DOI : 10.1016/j.dsp.2013.06.013 ]
  
  http://hal.inria.fr/hal-00850398
• 20S. K. Maji, H. Yahia.
  
  Edges, Transitions and Criticality, in: Pattern Recognition, January 2014. [ DOI : 10.1016/j.patcog.2013.12.013 ]
  
  http://hal.inria.fr/hal-00924137

Invited Conferences

• 21O. Pont, H. Yahia, B. Xu.
  
  Arrhythmic dynamics from singularity analysis of electrocardiographic maps, in: EBMC'13-The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, IEEE, July 2013. [ DOI : 10.1109/EMBC.2013.6610955 ]
  
  http://hal.inria.fr/hal-00823856
• 22H. Yahia, D. Singh.
  
  Advanced and nonlinear approaches for handling complex datasets and acquisitions in Earth Observations and Universe Sciences, in: India-France joint Workshop in ICST CEFIPRA Targeted Program, New Delhi, India, CEFIPRA, April 2013.
  
  http://hal.inria.fr/hal-00850411

International Conferences with Proceedings

• 23M. Al Mashrgy, N. Bouguila, K. Daoudi.
  
  A statistical framework for positive data clustering with feature selection: application to object detection, in: Eusipco, Marrakech, Morocco, September 2013.
  
  http://hal.inria.fr/hal-00908379
• 24H. Badri, H. Yahia, D. Aboutajdine.
  
  Fast Multi-Scale Detail Decomposition via Accelerated Iterative Shrinkage, in: SIGGRAPH ASIA 2013, Hong-Kong, Hong Kong, ACM, November 2013. [ DOI : 10.1145/2508363.2524689 ]
  
  http://hal.inria.fr/hal-00860081
• 25I. Hernandez-Carrasco, J. Sudre, V. Garçon, H. Yahia, B. Dewitte, C. Garbe, S. Illig, I. Montes, I. Dadou, A. Paulmier, A. Butz.
  
  Inference of super-resolution ocean pCO2 and air-sea CO2 fluxes from non-linear and multiscale processing methods, in: EGU General Assembly 2014, Vienna, Austria, European Geophysical Union, May 2014.
  
  http://hal.inria.fr/hal-00942351
• 26R. Jourani, K. Daoudi, R. André-Obrecht, D. Aboutajdine.
  
  Combination of SVM and Large Margin GMM modeling for speaker identification, in: Eusipco, Marrakech, Morocco, September 2013.
  
  http://hal.inria.fr/hal-00908372
• 27V. Khanagha, K. Daoudi.
  
  Efficient GCI detection for efficient sparse linear prediction, in: Nonlinear Speech Processing (NOLISP), Mons, Belgium, International Speech Communication Association, June 2013.
  
  http://hal.inria.fr/hal-00850456
• 28S. K. Maji, O. Pont, H. Yahia, J. Sudre.
  
  Inferring Information Across Scales in Acquired Complex Signals, in: European Conference on Complex Systems 2012, Brussels, Belgium, Springer Proceedings in Complexity, Springer, June 2013, pp. 209-226. [ DOI : 10.1007/978-3-319-00395-5_31 ]
  
  http://hal.inria.fr/hal-00872371
• 29O. Pont, B. Xu.
  
  Characterizing Complexity of Atrial Arrhythmias through Effective Dynamics from Electric Potential Measures, in: Computing in Cardiology, CinC 2013, Saragossa, Spain, 2013.
  
  http://hal.inria.fr/hal-00832987
• 30J. Sudre, H. Yahia, V. Garçon.
  
  Analyse multirésolution opérée sur des exposants de singularité en formalisme microcanonique: détermination de la dynamique océanique et des échanges océan/atmosphère submésoéchelle, in: XXIVe Colloque Gretsi - Traitement du Signal et des Images, Brest, France, Gretsi 2013, September 2013.
  
  http://hal.inria.fr/hal-00823579
• 31A. Tamim, K. Minaoui, K. Daoudi, H. Yahia, A. Atillah, M. F. Smiej, D. Aboutajdine.
  
  A simple and efficient approach for coarse segmentation of moroccan coastal upwelling, in: Eusipco 2013, Rabat, Morocco, September 2013.
  
  http://hal.inria.fr/hal-00850445
• 32B. Xu, S. Binczak, S. Jacquir, O. Pont, H. Yahia.
  
  Complexity analysis of experimental cardiac arrhythmia, in: IEEE TENSYMP 2014, Kuala Lumpur, Malaysia, IEEE (editor), IEEE, April 2014.
  
  http://hal.inria.fr/hal-00919514
• 33B. Xu, S. Jacquir, S. Binczak, O. Pont, H. Yahia.
  
  Cardiac arrhythmia induced by hypothermia in a cardiac model in vitro, in: 40th International Congress on Electrocardiology, Glasgow, United Kingdom, Elsevier, September 2013, nouvelle version avec l'article complet.
  
  http://hal.inria.fr/hal-00823857
• 34B. Xu, S. Jacquir, G. Laurent, J.-M. Bilbault, S. Binczak.
  
  Phase space reconstruction of an experimental model of cardiac field potential in normal and arrhythmic conditions, in: EMBC 2013 - 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, IEEE, July 2013, pp. 3274 - 3277. [ DOI : 10.1109/EMBC.2013.6610240 ]
  
  http://hal.inria.fr/hal-00812198
• 35B. Xu, O. Pont, G. Laurent, S. Jacquir, S. Binczak, H. Yahia.
  
  Experimental study of arrhythmia due to mild therapeutic hypothermia after resuscitation of cardiac arrest, in: The 2013 Computing in Cardiology Conference, Saragosse (Zaragoza), Spain, IEEE Engineering in Medicine and Biology Society, September 2013.
  
  http://hal.inria.fr/hal-00850363
• 36O. Yelekci, G. Charria, D. Mawren, X. Capet, G. Reverdin, F. Gohin, J. Sudre, H. Yahia.
  
  Observing submesoscale activity in the Bay of Biscay with satellite-derived SST and Chlorophyll concentration, in: European Geosciences Union General Assembly 2014, Vienne, Austria, May 2014.
  
  http://hal.inria.fr/hal-00942221

Conferences without Proceedings

• 37O. Pont, B. Xu, H. Yahia.
  
  Complexity in cardiodynamics – where arrhythmias emerge and measures of organization, in: workshop LIRYC, Pessac, France, 2013.
  
  http://hal.inria.fr/hal-00927523
• 38J. Sudre, H. Yahia, O. Pont, C. Pottier, C. Maes, V. Garçon.
  
  Validation of high and super resolution ocean dynamics products, in: Ocean Surface Currents: Towards Future Mission Concepts, Space Research and Technology Centre of the European Space Agency (ESA/ESTEC), Netherlands, European Spatial Agency, May 2013.
  
  http://hal.inria.fr/hal-00812833
• 39B. Xu, O. Pont, G. Laurent, S. Jacquir, S. Binczak, H. Yahia.
  
  Arrhythmia due to mild therapeutic hypothermia - a study in vitro, in: Workshop LIRYC, Bordeaux, France, LIRYC, October 2013.
  
  http://hal.inria.fr/hal-00927766

Other Publications

• 40B. Bertrac.
  
  Matching pursuit pour le codage et la classification de la parole, Université Sciences et Technologies - Bordeaux I, September 2013.
  
  http://hal.inria.fr/hal-00908395
• 41S. Mrad.
  
  Analyse non linéaire de la parole pour la détection des voix pathologiques, Ecole Nationale d'Ingénieurs de Tunis, October 2013.
  
  http://hal.inria.fr/hal-00908389
• 42O. Pont, V. Nieves, A. Turiel.
  
  Description of ocean dynamics with optimal wavelet cascade processes, 2013, Journal of Geophysical Research (JGR). To be submitted.
  
  http://hal.inria.fr/inria-00438524
• 43O. Pont, A. Turiel, H. Yahia.
  
  A method for computing singularity exponents by means of reconstructability measures, 2013, IEEE Transactions on Signal Processing, submitted.
  
  http://hal.inria.fr/hal-00688717
• 44N. Vinuesa.
  
  Internship report, April 2013.
  
  http://hal.inria.fr/hal-00830202
• 45J. Winebarger.
  
  Internship report: voice activity detection, report on methods implemented, January 2014.
  
  http://hal.inria.fr/hal-00937398

References in notes

• 46A. Arneodo, F. Argoul, E. Bacry, J. Elezgaray, J. F. Muzy.
  
  Ondelettes, multifractales et turbulence, Diderot Editeur, Paris, France, 1995.
• 47N. Boccara.
  
  Modeling Complex Systems, Springer, New-York Dordrecht Heidelberg London, 2010.
• 48G. Boffetta, M. Cencini, M. Falcioni, A. Vulpiani.
  
  Predictability: a way to characterize complexity, in: Physics Report, 2002, vol. 356, pp. 367–474, arXiv:nlin/0101029v1.
  
  http://dx.doi.org/10.1016/S0370-1573(01)00025-4
• 49P. Flandrin.
  
  Time-frequency/Time-scale analysis, Academic Press, San Diego, USA, 1999.
• 50M. Gell-Mann.
  
  What is Complexity ?, John Wiley and Sons, Inc., 1995, vol. 1, 1 p.
  
  http://complexity.martinsewell.com/Gell95.pdf
• 51C. 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, pp. 6103-6110.
  
  http://link.aps.org/doi/10.1103/PhysRevE.62.6103
• 52K. Judd, A. Mees.
  
  Embedding as a modelling problem, in: Non Linear Optimization, 1998, vol. 20, n^o 3-4, pp. 273-286.
  
  http://www.sciencedirect.com/science/article/pii/S016727899800089X
• 53A. Lesne.
  
  Méthodes de renormalisation. Phénomènes critiques, chaos, structures fractales, Eyrolles, Paris, 1996, ISBN 2-212-05830-6.
• 54J. 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
• 55O. 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
• 56O. Pont, A. Turiel, C. Perez-Vicente.
  
  Empirical evidences of a common multifractal signature in economic, biological and physical systems, in: Physica A, Elsevier, 2009, n^o 388, pp. 2025–2035.
  
  http://hal.inria.fr/inria-00438521
• 57H. Stanley.
  
  Introduction to phase transitions and critical phenomena, Oxford Science publications, Oxford, UK, 1987.
• 58J. L. Starck, F. Murthag, J. Fadili.
  
  Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity, Cambridge University Press, 2010, ISBN:9780521119139.
• 59F. Takens.
  
  Detecting Strange Attractors in Turbulence, in: Non Linear Optimization, 1981, vol. 898, pp. 366–381.
  
  http://www.springerlink.com/content/b254x77553874745/
• 60A. Turiel, A. del Pozo.
  
  Reconstructing images from their most singular fractal manifold, in: IEEE Trans. on Im. Proc., 2002, vol. 11, pp. 345–350.
• 61A. 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, n^o 1, pp. 362–390.
• 62A. Turiel, C. Perez-Vicente.
  
  Role of multifractal sources in the analysis of stock market time series, in: Physica A, September 2005, vol. 355, pp. 475–496.
• 63G. Weisbuch.
  
  Complex Systems Dynamics, Addison Wesley Longman, 1991.