Publications

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. Apprentissage automatique et réseaux de neurones. Tangente, Hors série 68, pp 44-47, 2018.

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. Not as bad as it seems: When the presence of a threatening humanoid robot improves human performance. In Science Robotics, 3, eaat5843, 2018.

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. An algorithm for the detection and characterisation of volcanic plumes using thermal camera imagery. In Journal of Volcanology and Geothermal Research,352: 26-37, 2018.

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. Apprentissage artificiel - 3e édition: Concepts et algorithmes. Eds. Eyrolles, 2018.

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. A non-stationary NDVI time series modelling using triplet Markov chain. In International Journal of Information and Decision Sciences, 2018.

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. A new feature selection approach based on ensemble methods in semi-supervised classification. Pattern Analysis and Applications, 20,3:673-686, 2017.

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. Semi-supervised superpixel classification for medical images segmentation : application to detection of glaucoma disease. Multidimensional Systems and Signal Processing, 2017.

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. Urban Growth Analysis Using Multi- Temporal Satellite Images, Non-Stationary Decomposition Methods and Stochastic Modeling. ICIAP, 2016.

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. Urban Growth Analysis Using Multi-Temporal Satellite Images, Non-stationary Decomposition Methods and Stochastic Modeling. International Journal of Computer and Information Engineering, 10:10, 1880-1886, 2016.

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. Python-based software for medical imaging and machine learning - an example from brain imaging. In Proceedings of 1Oth MedViz Conference, 7-9 Sept, Bergen, 2016.

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. On the transition from strombolian to fountaining activity: a thermal energy-based driver. Bulletin of Volcanology, 78,15, 2016.

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. Plume tracking algorithm : Parameterisation of volcanic plume dynamics. In Proc of the 26th general Assembly of IUGG, Prague, 2015.

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. Analysis of Thermal Video for Coarse to Fine Particle Tracking in Volcanic Explosion Plume. SCIA’15, 2015.

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. Rare events detection in NDVI time-series using Jarque-Bera test. IGARSS, 2015.

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. Anatomy of a strombolian eruption : Inferences from particle data recorded with thermal video. In Journal of Geophysical Research,120,4 : 2367–2387, 2015.

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. An adaptive multiplicative decomposition of non stationary multi-temporal satellite images: Application to urban changes detection. IEEE IPAS, 2014.

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. 3D Shape retrieval and classification using Multiple Kernel Learning on Extended Reeb Graphs. In The Visual Computer, 30 (11) 1247-1259, 2014.

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. Mathématiques et Imagerie Médicale. In Les mathématiques en Auvergne, Ed Revue d’Auvergne, pp 81-108, 2014.

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. Algorithm for particle detection and parameterization in high-frame-rate thermal video. In Journal of Applied Remote Sensing, 8(1), 083549, 2014.

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. Artificial intelligence in the service of system administrators. In Journal of Physics: Conference Series, 513 062021, 2014.

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. A study of changes prediction by HMM with non-stationarity image data: Case of urban area. ASTIP, 2014.

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. 3D shape retrieval using uncertain semantic query : a preliminary study. ICPRAM’14, 2014.

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. Towards an Intelligent Predictive Model for Analyzing Spatio-Temporal Satellite Image Based on Hidden Markov Chain. In Advances in Remote Sensing, 2 : 247-257, 2013.

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. Phronesis, a diagnosis and recovery tool for system administrators. In Journal of Physics: Conference Series, Volume 513, 2013.

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. Bayesian calibration of the Pasture Simulation model (PaSim) to simulate emissions from long-term European grassland sites: a case study at Laqueuille (France). In Proceedings of Greenhouse Gases and Animal Agriculture, Dublin, June, 2013.

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. 3D shape retrieval using Kernels on Extended Reeb Graphs. In Pattern Recognition, 46:2985–2999, 2013.

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. Seasonal Vegetation Prediction from Satellite image using Hidden Markov Model. AITSRP, 2013.

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. Screening parameters in the Pasture Simulation model using the Morris method. In Ecological Modelling, 266, 42-57, 2013.

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. Modern Multispectral Sensors Help Track Explosive Eruptions. In EOS, Transactions American Geophysical Union, 94:321-328, 2013.

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. Particle detection and velocity prediction for volcanic eruptions : a preliminary study. IAVCEI, 2013.

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. Full bandwidth remote sensing for total parameterization of volcanic plumes. IAVCEI, 2013.

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. Learning Kernels on Extended Reeb Graphs for 3D shape classification and retrieval. In Proc of Eurographics Workshop on 3D Object Retrieval, Girona, Spain, 2013.

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. Markov Chain Monte Carlo Modular Ensemble Tracking. In Image and Vision Computing, 31,6-7:434-447, 2013.

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. Assessing functional brain connectivity changes in cognitive aging using RS-fMRI and graph theory. In Proc. of 21st International Symposium on Mathematical Programming, Berlin, August 19-24, 2012.

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. Surface quadrangulations using scalar functions. In Proc of Eurographics Symposium on Geometry Processing Tallinn University of Tech, 2012.

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. Monitoring intra-urban changes with Hidden Markov Models using the spatial relationships. In International Journal on Graphics, Vision and Image Processing, 12,1:49-55, 2012.

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. Bayesian calibration of the Pasture Simulation model (PaSim) to simulate emissions from long-term European grassland sites: a case study at Laqueuille (France). In Proceedings of Probabilistic Safety Assessment and Management Conference, Helsinki, Finland, 25–29 June, 2012.

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. Bayesian calibration of the Pasture Simulation Model (PaSim) to simulate Swiss grasslands under climate extremes.. In Proceedings of 12th Congress of the European Society for Agronomy, Helsinki, Finland, 25–29 June, 2012.

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. Spatio-temporal modeling based on hidden Markov model for object tracking in satellite imagery. SETIT, 2012.

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. Cortical surface mapping using topology correction‚ partial flattening and 3D shape context-based non-rigid registration for use in quantifying atrophy in Alzheimer’s disease. In Journal of Neuroscience Methods, 205:96-109, 2012.

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. MCMC Modular Ensemble Tracking. VISAPP, 2012.

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. Tiling surfaces with cylinders using n-loops. In Computers & Graphics, 35,1:35-42, 2011.

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. Fast and Robust Segmentation of Solar EUV Images: Towards Real Time Use in the Age of SDO. In Bulletin of the American Astronomical Society, American Astronomical Society Meeting Abstracts #216, 2010.

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. Bacterial community changes during bioremediation of aliphatic hydrocarbons-contaminated soil. In FEMS Microbiology Ecology, 74=669–681, 2010.

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. A combined voxel and surface based method for topology correction of brain surfaces. SPIE Medical Imaging, 2010.

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. Model driven Engineering for a Transcranial Magnetic Stimulation simulation. ESM’10, 2010.

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. Modular Ensemble Tracking. IPTA, 2010.

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. Tiling Surfaces with Cylinders Using n-loops. SMI, 2010.

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. N-loop computation using scalar functions. In Proc of Seventh International Conference on Curves and Surfaces, Avignon, 2010.

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. Expanding the Local Binary Pattern to Multispectral Images Using Total Orderings. VISAPP’10, 2010.

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. Low-resolution Surface Mapping : a Topological and Geometrical Approach. EuroCG’09, 2009.

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. Cutting an organic surface. EuroCG’09, 2009.

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. Conformal Flattening of the Cortical Surface using a Topological and Geometrical Cutting. SEECCM’09, 2009.

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. Fast and robust segmentation of solar EUV images : algorithm and results for solar cycle 23. In Astronomy and Astrophysics, 505, 361-371, 2009.

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. Segmentation, Tracking and Characterization of Solar Features from EIT Solar Corona Images. SCIA’09, 2009.

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. Multilevel Information Fusion : A Mixed Fuzzy Logic/Geometrical Approach with Applications in Brain Image Processing. in Sensor and Data Fusion:, In-Teh, Nada Milisavljevic Eds, 299-322, 2009.

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. Evaluation of MR-brain-volumetry methods. In Human Brain Mapping, 30, 1310-1327, 2008.

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. Segmentation of Extreme Ultraviolet Solar Images via Multichannel Unsupervised Fuzzy Clustering. In Advances in Space Research, 42 : pp 917–925, 2008.

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. Three-dimensional mapping of the lateral ventricles in autism. In Psychiatry Research, NeuroImaging, 163, 106-115, 2008.

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. A Collaborative Software Tool for the Evaluation of MRI Brain Segmentation Methods. ISITC’07, 2007.

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. PhylArray : Phylogenetic Probe Design Algorithm For MicroArray. In Bioinformatics 23:2550-2557, 2007.

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. Segmentation of Extreme Ultraviolet Solar Images using a Multispectral Data Fusion Process. IEEE’Fuzz, 2007.

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. A Tool for Topographic Analysis of Electrode Contacts in Human Cortical Stimulation. ICCV-07, 2007.

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. Synergies between solar UV radiometry and imaging. COSPAR, 2006.

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. Robust segmentation and analysis of DNA microarray spots using an adaptative split and merge algorithm. In Computer Methods and Programs in Biomedicine 81:174-180, 2006.

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. New algorithms development and SSU rRNA-gene based microarray validation to identify degrading microorganisms during bioremediation processes in soils. ISME, 2006.

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. A Geometrical Approach to Multiresolution Management in the Fusion of Digital Images. VIEW’06, 2006.

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. Transcranial Magnetic Stimulation : Magnetic Field Computation in empty free space. IEEE EMBS’05, 2005.

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. Synthesis of a Functional Information with Anatomical Landmarks by Multiresolution Fusion of Brain Images. IEEE EMBS’05, 2005.

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. Development of a software for transcranial magnetic stimulation : potential magnetic field mapping on human brain. IBMISPS’06, 2005.

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. Segmentation of EIT Images using a fuzzy clustering algorithm : a preliminary study. In Proc of European SPM-11, Leuven, 2005.

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. Multiresolution Images Fusion for the Quantification of Neuronal Activity: A Discrete Approach. In Proc of 3rd IASTED International Conference on Biomedical Engineering, Innsbruck, 2005.

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. Analysis of Gene Expression Data using Functional Principal Components. In Computer Methods and Programs in Biomedicine 75:1-9, 2004.

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. Extraction of epileptogenic foci from PET and SPECT images by fuzzy modeling and data fusion. In NeuroImage, 19:646-654, 2003.

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. A New Method for the Quantitative Study of Neurotransmission. In Proc of 24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Cancun, 2003.

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. Effects of two electrical stimulation Frequencies on thigh Muscles after knee Surgery. In International Journal of Sports Medicine 23:604-609, 2002.

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. Quantification of neurotransmission defects in functional imaging using information fusion: A prospective study. IPMU’02, 2002.

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. Utilisation de la géométrie discrète pour la fusion d’images anatomiques et fonctionnelles. In Télémédecine et e-santé, R Beuscart,P Zweigenbaum,A Venot,P Degoulet, Springer eds., 2002.

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. Segmentation of Fat and Muscle from MR Images of the Thigh by a possibilistic clustering Algorithm. In Computer Methods and Programs in Biomedicine 68:185-193, 2002.

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. Segmentation du striatum par fusion d’informations numériques et symboliques. In Télémédecine et e-santé, R Beuscart,P Zweigenbaum,A Venot,P Degoulet, Springer eds., 2002.

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. Automatic volumetric measurement of lateral ventricles on MR images with correction of partial volume effects. In Journal of Magnetic Resonance Imaging 15:16-22, 2002.

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. Thigh muscle volumes and proton T2 relaxation time after reconstruction of the anterior cruciate ligament and 12 weeks of rehabilitation. In Proc of Non Invasive investigation of muscle function Workshop, Marseille, 2001.

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. Quantification of muscle/fat ratio on MR images of thighs using a fuzzy clustering algorithm. In Proc of Non Invasive investigation of muscle function Workshop, Marseille, 2001.

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. Effects of two electrical Stimulation Frequencies on thigh Muscles after knee Surgery. In Proc of Sixth Annual Congress of the European College of Sport Science, Kohn, Germany, 2001.

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. Segmentation of the Subthalamic Nucleus in MR Images Using Information Fusion - A Preliminary Study for a Computed-Aided Surgery of Parkinson's Disease. MICCAI, 2001.

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. Fusion in Medical Imaging: Theory, Interests and Industrial Applications. In MEDINFO 2001 - Proceedings of the 10th World Congress on Medical Informatics, , London, UK, 2001.

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. Segmentation of the striatum using data fusion,. In Proc of 22th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Istambul, 2001.

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. Automatic Segmentation of subcortical brain Structures in MR Images using Information Fusion. In IEEE Transactions on Medical Imaging 20:549-58, 2001.

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. Segmentation of muscle and fat compartments from MR images using a fuzzy clustering algorithm. In Proc of ISMRM’O1, Glasgow, 2001.

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. A General Framework for the Fusion of Anatomical and Functional Medical Images. In NeuroImage 13:410-424, 2001.

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. Quantification of brain tissue volumes using MR/MR fusion. IEEE EMBS’00, 2000.

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. Correction of Partial Volume Effects in SPECT using a MR/SPECT Fusion Process. In Proc of the European Association of Nuclear Medicine Annual Congress, Paris, 2000.

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. Aggregation of anatomical and functional Information by a MR/SPECT Fusion Process : Application to neurodegenerative Pathologies. In Proc of the Sixth Annual Meeting of the Organization for human Brain Mapping, San Antonio, USA, 2000.

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. Benefit of Endurance Training in elderly People over a short Period of Time is reversible. In European Journal of Applied Physiology 81:326-336, 2000.

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. Tissue Segmentation on MR Images by a possibilistic Clustering on a 3D Wavelet Representation. In Journal of Magnetic Resonance Imaging 11:267-278, 2000.

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. MR Images Fusion for Brain Tissues Volume Measurement. CVPRIP’00, 2000.

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. Synthesis of a High Resolution functional Image by an MR/SPECT Fusion Process. In Proc of the European Association of Nuclear Medicine Annual Congress, Berlin, Germany, 1998.

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. Automatic Assessment of Muscle/Fat temporal Variations on MR Images of the Thigh. IEEE EMBS, 1996.

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