Review on functional data classification (Q6604352)

scientific article; zbMATH DE number 7912687

Language	Label	Description	Also known as
English	Review on functional data classification	scientific article; zbMATH DE number 7912687

Statements

instance of

scholarly article

0 references

title

Review on functional data classification (English)

0 references

0 references

0 references

0 references

Wiley Interdisciplinary Reviews. WIREs Computational Statistics

0 references

publication date

12 September 2024

0 references

zbMATH Keywords

classification

0 references

functional data analysis

0 references

machine learning

0 references

optimal classification

0 references

MaRDI profile type

Publication

0 references

cites work

Functional Logistic Discrimination Via Regularized Basis Expansions

0 references

Supervised Classification for a Family of Gaussian Functional Models

0 references

On the Use of Reproducing Kernel Hilbert Spaces in Functional Classification

0 references

On functional logistic regression: some conceptual issues

0 references

Functional Classification in Hilbert Spaces

0 references

Rates of Convergence of the Functional $k$-Nearest Neighbor Estimate

0 references

Variable selection in classification for multivariate functional data

0 references

Classification methods for Hilbert data based on surrogate density

0 references

Simultaneous confidence bands for derivatives of dependent functional data

0 references

Simultaneous inference for the mean of repeated functional data

0 references

Nearest neighbor classification in infinite dimension

0 references

Functional data classification: a wavelet approach

0 references

Sensible functional linear discriminant analysis

0 references

A sharp form of the Cramér-Wold theorem

0 references

On the use of the bootstrap for estimating functions with functional data

0 references

An Outlyingness Matrix for Multivariate Functional Data Classification

0 references

Directional outlyingness for multivariate functional data

0 references

OUP accepted manuscript

0 references

Projection-based classification for functional data

0 references

Achieving near Perfect Classification for Functional Data

0 references

Classification Using Censored Functional Data

0 references

Q3064312

0 references

Curves discrimination: a nonparametric functional approach

0 references

Nonparametric functional data analysis. Theory and practice.

0 references

Trimmed means for functional data

0 references

A Functional Data—Analytic Approach to Signal Discrimination

0 references

Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains

0 references

Integrated data depth for smooth functions and its application in supervised classification

0 references

Weakly dependent functional data

0 references

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators

0 references

Multivariate and functional classification using depth and distance

0 references

Functional Linear Discriminant Analysis for Irregularly Sampled Curves

0 references

Filtering-based approaches for functional data classification

0 references

Dependent functional data

0 references

Classification of functional fragments by regularized linear classifiers with domain selection

0 references

Resampling-based Classification Using Depth for Functional Curves

0 references

Classification of functional data: a segmentation approach

0 references

Optimal design for classification of functional data

0 references

Bayesian classification of multiclass functional data

0 references

Simplicial band depth for multivariate functional data

0 references

Smooth discrimination analysis

0 references

Optimal classification and nonparametric regression for functional data

0 references

Functions of positive and negative type, and their connection with the theory of integral equations.

0 references

Fast $DD$-classification of functional data

0 references

Functional Modelling and Classification of Longitudinal Data*

0 references

PLS classification on functional data

0 references

Functional data analysis.

0 references

Spatial depth-based classification for functional data

0 references

An extension of Fisher's discriminant analysis for stochastic processes

0 references

Optimal classification of Gaussian processes in homo- and heteroscedastic settings

0 references

Optimal aggregation of classifiers in statistical learning.

0 references

Optimal classification for functional data

0 references

Optimal Linear Discriminant Analysis for High-Dimensional Functional Data

0 references

Minimax nonparametric classification. II. Model selection for adaptation

0 references

Probability-enhanced effective dimension reduction for classifying sparse functional data

0 references

Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data

0 references

The naive Bayes classifier for functional data

0 references

Robust Classification of Functional and Quantitative Image Data Using Functional Mixed Models

0 references

A Bayesian Hierarchical Model for Classification with Selection of Functional Predictors

0 references

Identifiers

zbMATH Open document ID

1545.6215

0 references

DOI

10.1002/wics.1638

0 references

Mathematics Subject Classification ID

62-08

0 references

zbMATH DE Number

7912687

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:6604352