Multilayer Perceptron with Functional Inputs: an Inverse Regression Approach
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Publication:5430622
DOI10.1111/j.1467-9469.2006.00496.xzbMath1164.62339arXiv0705.0211OpenAlexW2019697858MaRDI QIDQ5430622
Publication date: 16 December 2007
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/0705.0211
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Generalized linear models (logistic models) (62J12) Nonparametric inference (62G99)
Related Items (12)
Functional \(k\)-means inverse regression ⋮ Supervised Classification for a Family of Gaussian Functional Models ⋮ Functional data analysis in shape analysis ⋮ Fast \(DD\)-classification of functional data ⋮ Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data ⋮ Functional linear regression after spline transformation ⋮ Multiclass functional discriminant analysis and its application to gesture recognition ⋮ Interpretable sparse SIR for functional data ⋮ A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors ⋮ No effect tests in regression on functional variable and some applications to spectrometric studies ⋮ Functional classification of ornamental stone using machine learning techniques ⋮ Kernel sliced inverse regression: regularization and consistency
Uses Software
Cites Work
- Curves discrimination: a nonparametric functional approach
- Functional data analysis
- Network approximation of input-output maps and functionals
- Functional multi-layer perceptron: A nonlinear tool for functional data analysis
- Functional linear model
- Asymptotics for kernel estimate of sliced inverse regression
- Un modèle semi-paramétrique pour variables aléatoires hilbertiennes
- Functional Classification in Hilbert Spaces
- Sliced Inverse Regression for Dimension Reduction
- Flexible Discriminant Analysis by Optimal Scoring
- Clustering for Sparsely Sampled Functional Data
- An Adaptive Estimation of Dimension Reduction Space
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