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Fused Gromov-Wasserstein Distance for Structured ObjectsAlgorithms, 2020, 13 (9), pp.212. ⟨10.3390/a13090212⟩
Journal articles
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Nonlinear feature extraction using kernel principal component analysis with non-negative pre-imageProc. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010, Buenos Aires, Argentina. pp.3642-3645, ⟨10.1109/IEMBS.2010.5627421⟩
Conference papers
hal-01966047v1
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A simple scheme for unmixing hyperspectral data based on the geometry of the n-dimensional simplexProc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, Unknown Region. pp.2271-2274, ⟨10.1109/IGARSS.2010.5651456⟩
Conference papers
hal-01966046v1
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Classification multi-classes au prix d'un classifieur binaireActes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Conference papers
hal-01966041v1
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Introduction to optimization with applications in astronomy and astrophysics2016
Preprints, Working Papers, ...
hal-01346134v1
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Variants of non-negative least-mean-square algorithm and convergence analysisIEEE Transactions on Signal Processing, 2014, 62 (15), pp.3990 - 4005. ⟨10.1109/TSP.2014.2332440⟩
Journal articles
hal-01965572v1
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Importance sampling strategy for non-convex randomized block-coordinate descentIEEE INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383796⟩
Conference papers
hal-01336588v1
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Prediction of time series using yule-walker equations with kernelsProc. 37th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, Kyoto, Japan. pp.2185 - 2188, ⟨10.1109/ICASSP.2012.6288346⟩
Conference papers
hal-01966015v1
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Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regressionProc. 38th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013, Vancouver, Canada. pp.2174 - 2178, ⟨10.1109/ICASSP.2013.6638039⟩
Conference papers
hal-01966004v1
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Kernels for time series of exponential decay/growth processesProc. 22nd IEEE workshop on Machine Learning for Signal Processing (MLSP), 2012, Santander, Spain. pp.1-6, ⟨10.1109/MLSP.2012.6349753⟩
Conference papers
hal-01966020v1
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Distributed image reconstruction for very large arrays in radio astronomySensor Array and Multichannel Signal Processing Workshop (SAM), 2014 IEEE 8th, Jun 2014, Coruna, Spain. ⟨10.1109/SAM.2014.6882424⟩
Conference papers
hal-01170722v1
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Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and trackingProc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2010, Honolulu (Hawaii), USA, United States
Conference papers
hal-01966044v1
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Dissimilarity Measure Machines2018
Preprints, Working Papers, ...
hal-01717940v2
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Performance Comparison of the KNN and SVM Classification Algorithms in the Emotion Detection System EMOTICAInternational Journal of Sensor Networks and Data Communications, 2018, Vol 7 (1), pp.1-9. ⟨10.4172/2090-4886.1000153⟩
Journal articles
hal-01706559v1
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Generative adversarial networks as a novel approach for tectonic fault and fracture extraction in high resolution satellite and airborne optical imagesISPRS 2020 - XXIV International Society of Photogrammetry and Remote Sensing Congress, Aug 2020, Nice / Virtual, France. pp.1219-1227, ⟨10.5194/isprs-archives-XLIII-B3-2020-1219-2020⟩
Conference papers
hal-02982510v1
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Mixed-norm Regularization for Brain DecodingComputational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩
Journal articles
hal-00708243v2
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Distributed dictionary learning over a sensor networkCaP 2013, Jul 2013, Villeneuve d'Ascq, France. pp.1-4
Conference papers
hal-00923741v1
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An enhanced deep learning approach for tectonic fault and fracture extraction in very high resolution optical imagesICASSP 2022 - IEEE International Conference on Acoustics, Speech, & Signal Processing, IEEE, May 2022, Singapore/Hybrid, Singapore. ⟨10.1109/ICASSP43922.2022.9747007⟩
Conference papers
hal-03577214v2
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Adaptive Least-Squares One-Class Machines[Research Report] UTT-ICD-2012-3-31, Université de technologie de Troyes. 2012, pp.1 - 12
Reports
hal-01966121v1
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Nonlinear estimation of material abundances in hyperspectral images with L₁-norm spatial regularizationIEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (5), pp.2654 - 2665. ⟨10.1109/TGRS.2013.2264392⟩
Journal articles
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A Gradient Based Method for Fully Constrained Least-Squares Unmixing of Hyperspectral ImagesProc. IEEE workshop on Statistical Signal Processing (SSP), 2011, Nice, France. pp.301-304, ⟨10.1109/SSP.2011.5967687⟩
Conference papers
hal-01966030v1
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Modèle autorégressif non-linéaire à noyau. Une première approcheActes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2011, Bordeaux, France
Conference papers
hal-01966034v1
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System identification under non-negativity constraintsEuropean Signal Processing Conference, Aug 2010, Aalborg, Denmark. pp.1728-1732
Conference papers
hal-02111262v1
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Modeling electrocardiogram using Yule-Walker equations and kernel machinesProc. 19th International Conference on Telecommunications (ICT), 2012, Jounieh, Lebanon. pp.1-5, ⟨10.1109/ICTEL.2012.6221217⟩
Conference papers
hal-01966017v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport2020
Preprints, Working Papers, ...
hal-02877779v1
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Online system identification under non-negativity and l₁-norm constraints algorithm and weight behavior analysisProc. 19th European Conference on Signal Processing (EUSIPCO), 2011, Barcelona, Spain. pp.1919-1923
Conference papers
hal-01966026v1
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System and method for locating a target using a transceiver arrayUnited States, Patent n° : US13264719. 2010
Patents
hal-01966122v1
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Prediction of Rain Attenuation Series with Discretized Spectral ModelProc. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2012, Munich, Germany. pp.2407-2410, ⟨10.1109/IGARSS.2012.6351006⟩
Conference papers
hal-01966022v1
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VigiRes'EauProc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany
Conference papers
hal-01966013v1
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Geometric unmixing of large hyperspectral images: a barycentric coordinate approachIEEE Transactions on Geoscience and Remote Sensing, 2012, 50 (6), pp.2185 - 2195. ⟨10.1109/TGRS.2011.2170999⟩
Journal articles
hal-01965580v1
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