Frédéric Ferraty
Présentation
exemple
Publications
Publications
Nonlinear parsimonious feature selection for the classification of hyperspectral images6. Workshop on Hyperspectral image and signal processing: evolution in remote sensing, Jun 2014, Lausanne, Switzerland. 4 p |
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Non-parametric functional methods for hyperspectral image classificationIEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2014, Quebec, Canada. pp.4, ⟨10.1109/IGARSS.2014.6947217⟩ |
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Classification d’images hyperspectrales par des méthodes fonctionnelles non-paramétriques3. colloque scientifique SFPT-GH, May 2014, Porquerolles, France |
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Utilisation de tests de structure en régression sur variable fonctionnelle.42èmes Journées de Statistique, 2010, Marseille, France, France |
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Découpage de courbes de densité : Application au dépistage du cancer42èmes Journées de Statistique, 2010, Marseille, France, France |
Introduction to IWFOS'2008International Workshop on Functional and Operational Statistics (IWFOS), 2008, France. pp.1-5, ⟨10.1007/978-3-7908-2062-1_1⟩ |
The Oxford Handbook of Functional Data AnalaysisOxford university press, XVI-494 p., 2011, 978-0-19-956844-4 |
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Recent Advances in Functional Data Analysis and Related TopicsPhysica-Verlag / Springer, 320 p., 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1⟩ |
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Functional and Operatorial StatisticsPhysica-Verlag / Springer, 303 p., 2008, 978-3-7908-2061-4. ⟨10.1007/978-3-7908-2062-1⟩ |
Estimation of a functional single index modelRecent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.111-116, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_17⟩ |
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Recent advances on functional additive regressionRecent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.97-102, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_15⟩ |
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Structural tests in regression on functional variableRecent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.77-83, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_12⟩ |
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Nonparametric conditional density estimation for functional data. Econometric applicationsRecent Advances in Functional Data Analysis and Related Topics, Physica-Verlag / Springer, pp.263-268, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_41⟩ |
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Thresholding in nonparametric functional regression with scalar responseRecent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.103-109, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_16⟩ |
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Variable selection in semi-functional regression modelsRecent advances in functional data analysis and related topics, Physica-Verlag / Springer, pp.17-22, 2011, 978-3-7908-2735-4. ⟨10.1007/978-3-7908-2736-1_3⟩ |
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A unifying classification for functional regression modelingOxford handbook of functional data analysis, Oxford university press, pp.3-20, 2011, 9780199568444 |
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Kernel regression estimation for functional dataThe Oxford handbook of functional data analysis, Oxford university press, pp.72-129, 2011, 9780199568444 |
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Prospective modelling of environmental dynamics. A methodological comparison applied to mountain land cover changesModelling Environmental Dynamics, Springer, pp.141-168, 2008, ⟨10.1007/978-3-540-68498-5_5⟩ |
Nonparametric functional methods: new tools for chemometric analysisStatistical methods for biostatistics and related fields, Springer, pp.245-264, 2007 |
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Polychotomous regression : application to landcover predictionStatistical case studies, Springer Verlag, 13 p. en ligne, 2005 |