Bibliography
Major publications by the team in recent years
-
1H. Badri, H. Yahia, K. Daoudi.
Fast and Accurate Texture Recognition with Multilayer Convolution and Multifractal Analysis, in: European Conference on Computer Vision, Zürich, Switzerland, ECCV 2014, September 2014.
https://hal.inria.fr/hal-01064793 -
2I. Hernández-Carrasco, J. Sudre, V. Garçon, H. Yahia, C. Garbe, A. Paulmier, B. Dewitte, S. Illig, I. Dadou, M. González-Dávila, J. Santana Casiano.
Reconstruction of super-resolution ocean pCO 2 and air-sea fluxes of CO 2 from satellite imagery in the Southeastern Atlantic, in: Biogeosciences, September 2015, 20 p.
https://hal.inria.fr/hal-01193339 -
3V. Khanagha, K. Daoudi, H. Yahia.
Detection of Glottal Closure Instants based on the Microcanonical Multiscale Formalism, in: IEEE Transactions on Audio, Speech and Language Processing, December 2014.
https://hal.inria.fr/hal-01059345 -
4V. Khanagha, K. Daoudi, 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, forthcoming.
https://hal.inria.fr/hal-00802014 -
5S. K. Maji, H. Yahia.
Edges, Transitions and Criticality, in: Pattern Recognition, January 2014.
http://hal.inria.fr/hal-00924137 -
6O. 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. -
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 -
10J. Sudre, H. Yahia, O. Pont, V. Garçon.
Ocean Turbulent Dynamics at Superresolution From Optimal Multiresolution Analysis and Multiplicative Cascade, in: IEEE Transactions on Geoscience and Remote Sensing, June 2015, vol. 53, no 11, 12 p. [ DOI : 10.1109/TGRS.2015.2436431 ]
https://hal.inria.fr/hal-01166170 -
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 -
12B. Xu, S. Jacquir, G. Laurent, S. Binczak, O. Pont, H. Yahia.
In Vitro Arrhythmia Generation by Mild Hypothermia - a Pitchfork Bifurcation Type Process, in: Physiological Measurement, January 2015, 15 p.
https://hal.inria.fr/hal-01076401 -
13H. 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
Articles in International Peer-Reviewed Journals
-
14R. Balti, M. B. Mansour, N. Sayari, L. Yacoubi, L. Rabaoui, N. Brodu, A. Masse.
Development and characterization of bioactive edible films from spider crab (Maja crispata) chitosan incorporated with Spirulina extract, in: International Journal of Biological Macromolecules, July 2017. [ DOI : 10.1016/j.ijbiomac.2017.07.046 ]
https://hal.archives-ouvertes.fr/hal-01571302 -
15N. Brodu.
Super-resolving multiresolution images with band-independant geometry of multispectral pixels, in: IEEE Transactions on Geoscience and Remote Sensing, May 2017, pp. 1 - 8, https://arxiv.org/abs/1609.07986. [ DOI : 10.1109/TGRS.2017.2694881 ]
https://hal.archives-ouvertes.fr/hal-01555993 -
16F. Frappart, L. Bourrel, N. Brodu, X. R. Salazar, F. Baup, J. Darrozes, R. Pombosa.
Monitoring of the Spatio-Temporal Dynamics of the Floods in the Guayas Watershed (Ecuadorian Pacific Coast) Using Global Monitoring ENVISAT ASAR Images and Rainfall Data, in: Water, 2017, vol. 9, pp. 12 - 31. [ DOI : 10.3390/w9010012 ]
https://hal.archives-ouvertes.fr/hal-01425021 -
17V. J.-L. Ralaiarisoa, A. Valance, N. Brodu, R. Delannay.
High speed confined granular flows down inclined: numerical simulations, in: EPJ Web of Conferences, 2017, vol. 140, 03081 p. [ DOI : 10.1051/epjconf/201714003081 ]
https://hal-univ-rennes1.archives-ouvertes.fr/hal-01580442 -
18Ö. Yelekçi, G. Charria, X. Capet, G. Reverdin, J. Sudre, H. Yahia.
Spatial and Seasonal Distributions of Frontal Activity over the French Continental Shelf in the Bay of Biscay, in: Continental Shelf Research, June 2017, vol. 144, pp. 65–79. [ DOI : 10.1016/j.csr.2017.06.015 ]
https://hal.inria.fr/hal-01548361
International Conferences with Proceedings
-
19K. Daoudi, N. Vinuesa.
An analysis of psychoacoustically-inspired matching pursuit decompositions of speech signals, in: International Conference on Natural Language, Signal and Speech Processing, Casablanca, Morocco, December 2017.
https://hal.inria.fr/hal-01627106 -
20A. El Aouni, K. Daoudi, H. Yahia, K. Minaoui.
Surface Mixing and Biological Activity in The North African Upwelling, in: AGU Ocean Sciences Meeting 2018, Portland, Oregon, United States, February 2018.
https://hal.inria.fr/hal-01627958
Other Publications
-
21F. GOULAMHOUSSEN SATSOU.
Déconvolution de signaux vocaux, Université de bordeaux, September 2017.
https://hal.inria.fr/hal-01627891 -
22G. Li.
Speech analysis for the differential diagnosis between Parkinson's disease, progressive supranuclear palsy and multiple system atrophy, Université Paris Saclay, September 2017.
https://hal.inria.fr/hal-01627868 -
23Q. Robin.
Détection automatique des instants de fermeture glottale dans les voixpathologiques, INP-Grenoble/Phema, September 2017.
https://hal.inria.fr/hal-01627875 -
24J. Sudre, H. M. Yahia, C. Maes, V. Garçon.
Effect of wind stress forcing on ocean dynamics at Air-Sea Interface, May 2017, Frontiers in ocean-atmosphere exchange: Air sea interface and fluxes of mass and energy, Poster.
https://hal.inria.fr/hal-01522024
-
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, pp. 367–474, arXiv:nlin/0101029v1.
http://dx.doi.org/10.1016/S0370-1573(01)00025-4 -
28N. Brodu.
Reconstruction of epsilon-machines in predictive frameworks and decisional states, in: Advances in Complex Systems, 2011, vol. 14, no 05, pp. 761–794. -
29N. Brodu, H. Yahia.
Stochastic Texture Difference for Scale-Dependent Data Analysis, in: arXiv preprint arXiv:1503.03278, 2015. -
30P. Castiglione, M. Falcioni, A. Lesne, A. Vulpiani.
Chaos and coarse graining in statistical mechanics, Cambridge University Press Cambridge, 2008. -
31M. Costa, A. L. Goldberger, C.-K. Peng.
Multiscale entropy analysis of complex physiologic time series, in: Physical review letters, 2002, vol. 89, no 6, 068102 p. -
32J. P. Crutchfield.
Between order and chaos, in: Nature Physics, 2012, vol. 8, no 1, pp. 17–24. -
33J. P. Crutchfield, K. Young.
Inferring statistical complexity, in: Physical Review Letters, 1989, vol. 63, no 2, 105 p. -
34G. Falasco, G. Saggiorato, A. Vulpiani.
About the role of chaos and coarse graining in statistical mechanics, in: Physica A: Statistical Mechanics and its Applications, 2015, vol. 418, pp. 94–104. -
35D. P. Feldman, J. P. Crutchfield.
Measures of statistical complexity: Why?, in: Physics Letters A, 1998, vol. 238, no 4-5, pp. 244–252. -
36P. Flandrin.
Time-frequency/time-scale analysis, Academic press, 1998, vol. 10. -
37P. Flandrin.
Time-frequency/Time-scale analysis, Academic Press, San Diego, USA, 1999. -
38M. Gell-Mann.
What is Complexity ?, John Wiley and Sons, Inc., 1995, vol. 1, 1 p.
http://complexity.martinsewell.com/Gell95.pdf -
39G. Goerg, C. Shalizi.
Mixed LICORS: A nonparametric algorithm for predictive state reconstruction, in: Artificial Intelligence and Statistics, 2013, pp. 289–297. -
40R. M. Gray.
Entropy and information theory, Springer Science & Business Media, 2011. -
41C. 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, pp. 6103-6110.
http://link.aps.org/doi/10.1103/PhysRevE.62.6103 -
42P. Ivanov, L. Amaral, A. Goldberger, S. Havlin, M. Rosenblum, Z. Struzik, H. Stanley.
Multifractality in human heartbeat dynamics, in: Nature, 1999, vol. 399, pp. 461–465. -
43H. Janicke, A. Wiebel, G. Scheuermann, W. Kollmann.
Multifield visualization using local statistical complexity, in: IEEE Transactions on Visualization and Computer Graphics, 2007, vol. 13, no 6, pp. 1384–1391. -
44K. Judd, A. Mees.
Embedding as a modelling problem, in: Non Linear Optimization, 1998, vol. 20, no 3-4, pp. 273-286.
http://www.sciencedirect.com/science/article/pii/S016727899800089X -
45A. Lesne.
Méthodes de renormalisation. Phénomènes critiques, chaos, structures fractales, Eyrolles, Paris, 1996, ISBN 2-212-05830-6. -
46M. Martin, A. Plastino, O. Rosso.
Generalized statistical complexity measures: Geometrical and analytical properties, in: Physica A: Statistical Mechanics and its Applications, 2006, vol. 369, no 2, pp. 439–462. -
47J. 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 -
48O. 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 -
49O. 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, pp. 2025–2035.
http://hal.inria.fr/inria-00438521 -
50C. R. Shalizi, K. L. Shalizi.
Blind construction of optimal nonlinear recursive predictors for discrete sequences, in: Proceedings of the 20th conference on Uncertainty in artificial intelligence, AUAI Press, 2004, pp. 504–511. -
51Z. S. She, E. Leveque.
Universal scaling laws in fully developed turbulence, in: Physical Review Letters, 1994, vol. 72, pp. 336–339. -
52H. Stanley.
Introduction to phase transitions and critical phenomena, Oxford Science publications, Oxford, UK, 1987. -
53J. L. Starck, F. Murthag, J. Fadili.
Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity, Cambridge University Press, 2010, ISBN:9780521119139. -
54F. Takens.
Detecting Strange Attractors in Turbulence, in: Non Linear Optimization, 1981, vol. 898, pp. 366–381.
http://www.springerlink.com/content/b254x77553874745/ -
55A. Turiel, A. del Pozo.
Reconstructing images from their most singular fractal manifold, in: IEEE Trans. on Im. Proc., 2002, vol. 11, pp. 345–350. -
56A. 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, pp. 362–390. -
57A. 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. -
58G. Weisbuch.
Complex Systems Dynamics, Addison Wesley Longman, 1991.