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  • 1-7 of  7 results for ""functional data analysis""

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Collection : Universite Paris-Dauphine
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Academic Journal

Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis

Subjects: Functional data analysis; Multi-Layer Perceptron; Universal Approximation

  • Source: ISSN: 0893-6080 ; Neural Networks ; https://inria.hal.science/inria-00000599 ; Neural Networks, 2005, 18 (1), pp.45--60. ⟨10.1016/j.neunet.2004.07.001⟩.

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Academic Journal

Local optimization of black-box functions with high or infinite-dimensional inputs: application to nuclear safety

Subjects: Black Box Optimization; Functional data analysis; Response Surface Methodology

  • Source: ISSN: 0943-4062.

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Dissertation/ Thesis

Statistical study of functional principal component analysis in uni and multivariate frameworks ; Étude statistique de l’analyse en composantes principales fonctionnelle dans les cadres uni et multivarié

Subjects: Functional data analysis; Principal Components Analysis; Minimax rates

  • Source: https://hal.science/tel-03704410 ; Functional Analysis [math.FA]. Université Paris sciences et lettres, 2022. English. ⟨NNT :

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Academic Journal

Representation of Functional Data in Neural Networks

Subjects: Functional data analysis; smooth data; projection on smooth bases

  • Source: ISSN: 0925-2312 ; Neurocomputing ; https://inria.hal.science/inria-00000666 ; Neurocomputing, 2005, Neurocomputing, 64, pp.183--210. ⟨10.1016/j.neucom.2004.11.012⟩.

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Academic Journal

Estimation consistante des paramètres d'un modèle non linéaire pour des données fonctionnelles discrétisées aléatoirement

Subjects: Functional data analysis; Multi-Layer Perceptron; Curves discrimination

  • Source: ISSN: 0764-4442 ; Comptes rendus de l'Académie des sciences. Série I, Mathématique ; https://inria.hal.science/inria-00000223 ; Comptes rendus de l'Académie des sciences. Série I,

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Academic Journal

Lasso in infinite dimension: application to variable selection in functional multivariate linear regression

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]

  • Source: ISSN: 1935-7524.

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Academic Journal

New perspectives in smoothing : minimax estimation of the mean and principal components ofdiscretized functional data.

Subjects: [MATH.MATH-ST]Mathematics [math]/Statistics [math.ST]

  • Source: ISSN: 1737-0299 ; The Graduate Journal of Mathematics ; https://hal.science/hal-03779051 ; The Graduate Journal of Mathematics, 2022, Special issue in Probability and Statistics, 7 (2), pp.95 -

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  • 1-7 of  7 results for ""functional data analysis""