Recherche

Accueil CEDRIC > Laboratoire > Membre > View >

Sylvie Thiria

Doctorant(e)
Laboratoire: UPMC (FR)

Publications

2016

Revue Nationale avec comité de lecture

[KNO16] F. Kaly, N. Niang Keita, M. Ouattara, N. Awa, S. Thiria. "Two step soft subspace SOM : une mÃ©thode de classification multi-bloc avec sÃ©lection de variables", Revue des Nouvelles Technologies de l'Information AAFD 2016, vol. RNTI-A-8, pp. 51-66, 2016

2014

Conférence Internationale avec comité de lecture

[KNO14] F. Kaly, N. Niang Keita, M. Ouattara, N. Awa, S. Thiria. "H2S-SOM : Une mÃ©thode de soft-subspace clustering basÃ©e sur SOM pour la sÃ©lection de variables en classification", African Conference on Research in Computer Science and Applied Mathematics (CARI), October 2014, Vol. X, pp.13, Saint Louis, Senegal,

2012

Conférence Internationale avec comité de lecture

[NBF12] L. Nardi, F. Badran, P. Fortin, S. Thiria. "YAO: A Generator of Parallel Code for Variational Data Assimilation Applications", 2012 IEEE 14th Int'l Conf. on High Performance Computing and Communication (HPCC), June 2012, pp.224-232,

Atelier, Poster ou Démonstration dans une Conférence Nationale

[NOB12] N. Niang Keita, M. Ouattara, F. Badran, S. Thiria, C. Mandin. "Weighted Hierarchical Mixed Topological Map: une mÃ©thode de classification hiÃ©rarchique Ã deux niveaux", EGC '2012, January 2012, pp.xx,

2011

Revue Internationale avec comité de lecture

[KMT11] A. Kane, C. Moulin, S. Thiria, L. Bopp, M. Berrada, A. Tagliabue, M. CrÃ©pon , O. Aumont, F. Badran. "Improving the parameters of a global ocean biogeochemical model via variational assimilation of in situ data at five time series stations ", JOURNAL OF GEOPHYSICAL RESEARCH, vol. 116(C06011), pp. 14, 2011, (doi:10.1029/2009JC006005 )

Conférence Internationale avec comité de lecture

[CBM11] A. Charantonis, J. Brajard, C. Moulin, F. Badran, S. Thiria. "method for the retrieval of ocean vertical profiles using self-organizing maps and hidden Markov models - Application on Ocean Colour Satellite Image Inversion", International Conference on Neural Computation Theory and Applications, October 2011, pp.316-321,

2010

Revue Internationale avec comité de lecture

[BBC10] M. Berrada, F. Badran, M. CrÃ©pon , S. Thiria. "A global optimization method using a random walk on a topological map and local variational inversions", Inverse Problems, vol. 26(125011), pp. 17, 2010, (doi:10.1088/0266-5611/26/12/125011)

2009

Revue Internationale avec comité de lecture

[BBC09] M. Berrada, F. Badran, M. Crepon, J. Hermand, S. Thiria. "A robust probabilistic approach for variational inversion in shallow water acoustic tomography", Inverse Problems, vol. 25(11), pp. &&, 2009, (doi:doi:10.1088/0266-5611/25/11/115016)

Conférence Internationale avec comité de lecture

[NSB09] L. Nardi, C. Sorror, F. Badran, S. Thiria. "YAO: A Software for Variational Data Assimilation Using Numerical Models", International Conference on Computational Science and its Applications, ICCSA 2009, Seul, South Korea, June 2009, pp.Part II, 621-636, Series LNCS 5593,

Conférences Internationales sans actes

[NBT09] L. Nardi, F. Badran, S. Thiria. "YAO: toward an efficient data assimilation environment", Ninth European Workshop on Automatic Differentiation - Sophia Antipolis, France,

2008

Revue Internationale avec comité de lecture

[BBB08] F. Badran, M. Berrada, J. Brajard, M. Crepon, C. Sorror, S. Thiria, J. Hermand, M. Meyer, L Perichon, M. Asch. "Inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties : Variational data inversion using a semi-automatic adjoint approach", International Journal of Marine Systems, vol. 69, pp. 126-136, 2008
[GRT08] I. Gereige, S. Robert, S. Thiria, F. Badran, G. Granet, J. Rousseau. "Recognition of diffraction-grating profile using a neural network classifier in optical scatterometry", J. of the Optical Society of America. A, vol. 25(7), pp. 1661-1667, 2008

Atelier, Poster ou Démonstration dans une Conférence Internationale

[BBT08] M. Berrada, F. Badran, S. Thiria. "Probabilistic PCA and Ocean Acoustic Tomography inversion with an adjoint method", Acoustics'08, ASA EAA SFA, January 2008, pp.xx,

2006

Revue Internationale avec comité de lecture

[NBM06] A. Niang, F. Badran, C. Moulin, M. Crepon, S. Thiria. "Decoding aerosol typology and optical thickness over the Mediterranean from SeaWifs images using neural methodology", Remote Sensing of Environment, vol. 100, pp. 82-94, 2006

Chapitres de Livre

[BLT06] F. Badran, M. Lebbah, S. Thiria. "Perceptron Multicouche", January 2006,

2005

Revue Internationale avec comité de lecture

[RMT05] S. Robert, A. Mure-Ravaud, S. Thiria, F. Badran. "Estimation of local error by a neural model in an inverse scattering problem", The European Physical International Journal - Applied, vol. 31(1), pp. 71-76, 2005

Revue Nationale avec comité de lecture

[LTB05] M. Lebbah, S. Thiria, F. Badran. "Visualisation et classification avec les cartes topologiques catÃ¯Â¿Â½gorielles", 2005
[LBT05] M. Lebbah, F. Badran, S. Thiria. "Visualisation et classification avec les cartes topologiques categorielles", . CÃƒÂ©paduÃƒÂ¨s RNTI, NumÃƒÂ©ro spÃƒÂ©cial sur la fouille de donnÃƒÂ©es complexes, 2005

Atelier, Poster ou Démonstration dans une Conférence Internationale

[LCT05] M. Lebbah, A. Chazottes, S. Thiria, F. Badran. "Mixed Topological Map.", ESANN 2005, (European Symposium on Artificial Neural Networks), Bruges, January 2005,

2004

Revue Internationale avec comité de lecture

[RMY04] S. Robert, A. Mure-Ravaud, M. Yacoub, S. Thiria, F. Badran. "Neural selection of the optimal optical signature for a rapid characterization of a submicrometer period grating", Optics communications, vol. 238(4), pp. 215-228, 2004

Conférence Internationale avec comité de lecture

[LTB04] M. Lebbah, S. Thiria, F. Badran. "Visualization and classification with categorical topological map", ESANN (European Symposium on Artificial Neural Networks), Bruges, January 2004,

2003

Revue Internationale avec comité de lecture

[NGT03] A. Niang, L. Gross, S. Thiria, F. Badran, C. Moulin. "Automatic Neural Classification of Ocean Colour Reflectance Spectra at the Top of the Atmosphere with Introduction of Expert Knowledge", Remote Sensing of Environment, vol. 86(2), pp. 257-271, 2003

Revue Nationale avec comité de lecture

[NGM03] A. Niang, L. Gross, C. Moulin, F. Badran, S. Thiria. "Classification Automatique Neuronale de Refelectances Satellitaires (Niveau L1 B) de la Couleur de l'Ocean .", TÃ©lÃ©dÃ©tection, vol. 3(5), pp. 337-364, 2003

Conférence Internationale avec comité de lecture

[NTB03] A. Niang, S. Thiria, F. Badran, M. Yacoub, C. Moulin, M. Crepon. "Clustering and Classification based on Expert Knowledge Propagation using Probabilistic Self-Organizing Map (PRSOM) : Application to the classification of Satellite Ocean Color TOA Observations", Int. Symp. on Comput. Intelligence for Measurement Systems and Applications. Lugano, Switzerland, January 2003,
[TYB03] S. Thiria, M. Yacoub, F. Badran, C. Moulin, A. Niang. "Analysis of an Aerosol event over the Mediterranean Sea with the use of neural network method for classifying TOA Ocean Color signal", 3rd Conf. on Artificial Intelligence Applications to the Environmental Science, 9-13 FÃƒÂ©vrier, Long B, January 2003,
[RMY03] S. Robert, A. Mure-Ravaud, M. Yacoub, S. Thiria. "Relevant diffracted orders selection in optical characterization of grating by use of neural network", First European Scatterometry Workshop, Ile de Porquerolles, France, January 2003,
[LTB03] Z. Lachkar, S. Thiria, F. Badran, J. Boulanger, C. Menkes. "Classifying El Nino and La Nina events using the Kohonen maps", 3rd Conf. on Artif. Intel. Appli. to the Environmental Science, 9-13 FÃƒÂ©v., Long Beach, CA, USA, January 2003,
[RDH03] I. Rey-Fabret, J. Deflandre, V. Henriot, F. Badran, S. Thiria. "Neural Network approach for multiphase hydrodynamic simulation", 11th Int. Conf., MULTIPHASE'03, San Remo, January 2003,

2002

Revue Internationale avec comité de lecture

[MMT02] E. Moreau, C. Mallet, S. Thiria, B. Mabboux, F. Badran, C. Klapisz. "Atmospheric Liquid Water Retrieval Using a Gated Expert Neural Network", Journal of Atmospheric and Oceanic Technology, 2002

Revue Nationale avec comité de lecture

[BT02] F. Badran, S. Thiria. "Les perceptrons multicouches de la rÃ©gression non linÃ©aire aux problÃ¨mes inverses. Dans Â« Voies nouvelles pour lÂ’analyse des donnÃ©es en sciences de lÂ’univers" , Eds J.P Roselot and A. Bijaoui.", Journal de Physique IV (Proceedings), vol. 12(1), pp. 167-188, 2002
[BT02a] F. Badran, S. Thiria. "Les perceptrons multicouches de la rÃƒÂ©gression non linÃƒÂ©aire aux problÃƒÂ¨mes inverses", Journal de Physique IV (Proceedings), vol. 12(1), pp. 157-188, 2002

Livre

[DMS02] G. Dreyfus, J. Martinez, M. Samuelides, M. B. Gordon, F. Badran, S. Thiria, L. Herault. "RÃ©seaux de neurones - MÃ©thodologie et applications", January 2002, Eyrolles.,

2001

Conférence Internationale avec comité de lecture

[YNB01] M. Yacoub, N. Niang Keita, F. Badran, S. Thiria. "A New Hierarchical Clustering Method using Topological Map", 10th Int. Symp. on Applied Stochastique Models and Data Analysis (AMSDA2001),, January 2001,
[YBT01] M. Yacoub, F. Badran, S. Thiria. "A Topological Hierarchical Clustering: Application to Ocean Color Classiffication", ICANN'2001, January 2001, pp.492-499,
[LCT01] M. Lebbah, C. Chabanon, S. Thiria, F. Badran. "Probabilistic Topological Map and Binary data", ICANN2001, January 2001,
[YNBa01] M. Yacoub, N. Niang Keita, F. Badran, S. Thiria. "A New Hierarchical Clustering Method using Topological Map", ASMDA2001 : 10th Int. Symp. on APPLIED STOCHASTIC MODELS AND DATA ANALYSIS, January 2001, pp.1023-1028,

Rapport Scientifique

[BT01] F. Badran, S. Thiria. "Les Perceptrons Multicouches: de la rÃ©gression non-linÃ©aire aux problÃ¨mes inverses ", Date de dépot: 2001/01/01, (Tech. Rep.: CEDRIC-01-242)
[BSM01] F. Badran, Y. Stéphan, N Metoui, S. Thiria. "A general formulation of non-linear least square regression using multi-layered perceptrons ", Date de dépot: 2001/01/01, (Tech. Rep.: CEDRIC-01-243)

2000

Revue Internationale avec comité de lecture

[RBM00] P. Richaume, F. Badran, C. Mejia, C. Crepon, H. Roquet, S. Thiria. "Neural Network Wind Retrieval from ERS-1 Scatterometer Data", Journal of geophysical Research, vol. 105, 2000

Conférence Internationale avec comité de lecture

[LBT00a] M. Lebbah, F. Badran, S. Thiria. "Topological Map for Binary Data", ESANN, January 2000,
[TTC00] N. Tran, S. Thiria, M. Crepon, F. Badran, M. Freilich. "Validation of the QSCAT NRCS on the Advanced Neural Network NSCAT GMF and estimation of Neural Network QSCAT GMF ", IGARSS, January 2000,
[FTB00] D. Frayssinet, S. Thiria, F. Badran, L. Briqueu. "Use of neural networks in log's data processing: prediction and rebuilding of lithologic facies ", Petrophysics meets Geophysics, Paris, 2000., January 2000,

Conférence Nationale avec comité de lecture

[LBT00] M. Lebbah, F. Badran, S. Thiria. "Carte Topologique et DonnÃ©es Binaires", XXXII iÃƒÂ¨me journÃƒÂ©e de statistique, January 2000,
[YBT00] M. Yacoub, F. Badran, S. Thiria. "Cartes Topologiques et classification hierarchique : application Ã la classification de la couleurde l'ocÃ©an ", XXXII iÃƒÂ¨me journÃƒÂ©es de la statistique, January 2000,

Chapitres de Livre

[YFB00] M. Yacoub, D. Frayssinet, F. Badran, S. Thiria. "Clustering and Classiffcation based on Expert knowledge propagation using Probabilistic Self-Organizing Map: application to geophysics ", January 2000,

1999

Revue Internationale avec comité de lecture

[BCM99] F. Badran, M. Crepon, C. Mejia, S. Thiria, N. Tran. "Empirical transfert function determination by the use of Multilayer Perceptron", Neurocomputing, vol. 30(1), 1999
[ABT99] C. Ambroise, F. Badran, S. Thiria, G. Sèze. "Hierarchical Clustering of Self-Organizing Maps for Cloud Classification", Neurocomputing, vol. 30(1), 1999
[MBB99] C. Mejia, F. Badran, A. Bentamy, M. Crepon, S. Thiria, N. Tran. "Determination of the Geophysical Model Function of NSCAT Scatterometer and its corresponding variance by the use of Neural Network", Journal of Geophysical Research, vol. 104, 1999
[RBC99] P. Richaum, F. Badran, M. Crepon, C. Meija, H. Roquet, S. Thiria. "Neural Network Wind Retrieeval from ERS-1 Scatterometer Data", Neurocomputing, vol. 30(1), 1999

1998

Conférence Internationale avec comité de lecture

[CTT98] P. Cubaud, S. Thiria, A. Topol. "Experimenting a 3D Interface for the Access to a Digital Library", ACM DL, Pittsburgh, PA, USA, January 1998,