VARIABLE SELECTION IN MULTIVARIATE FUNCTIONAL DATA CLASSIFICATION

Statistics in Transition New Series ◽

10.21307/stattrans-2019-018 ◽

2019 ◽

Vol 20 (2) ◽

pp. 123-138

Author(s):

Tomasz Górecki ◽

Mirosław Krzyśko ◽

Waldemar Wołyński

Keyword(s):

Variable Selection ◽

Functional Data ◽

Data Classification ◽

Multivariate Functional Data

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Variable Selection for Classification of Multivariate Functional Data

Studies in Classification, Data Analysis, and Knowledge Organization - Advanced Studies in Classification and Data Science ◽

10.1007/978-981-15-3311-2_17 ◽

2020 ◽

pp. 215-225

Author(s):

Tomasz Górecki ◽

Mirosław Krzyśko ◽

Waldemar Wołyński

Keyword(s):

Variable Selection ◽

Functional Data ◽

Selection For ◽

Multivariate Functional Data

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Variable selection in functional data classification: a maxima-hunting proposal

Statistica Sinica ◽

10.5705/ss.202014.0014 ◽

2016 ◽

Author(s):

Torrecilla Jose Luis ◽

Berrendero Jose ◽

Cuevas Antonio

Keyword(s):

Variable Selection ◽

Functional Data ◽

Data Classification

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Bayesian latent factor regression for multivariate functional data with variable selection

Journal of the Korean Statistical Society ◽

10.1007/s42952-019-00044-6 ◽

2020 ◽

Vol 49 (3) ◽

pp. 901-923

Author(s):

Heesang Noh ◽

Taeryon Choi ◽

Jinsu Park ◽

Yeonseung Chung

Keyword(s):

Variable Selection ◽

Functional Data ◽

Latent Factor ◽

Multivariate Functional Data ◽

Factor Regression

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An Outlyingness Matrix for Multivariate Functional Data Classification

Statistica Sinica ◽

10.5705/ss.202016.0537 ◽

2018 ◽

Author(s):

Wenlin Dai ◽

Marc G. Genton

Keyword(s):

Functional Data ◽

Data Classification ◽

Multivariate Functional Data

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Variable selection in classification for multivariate functional data

Information Sciences ◽

10.1016/j.ins.2018.12.060 ◽

2019 ◽

Vol 481 ◽

pp. 445-462 ◽

Author(s):

Rafael Blanquero ◽

Emilio Carrizosa ◽

Asunción Jiménez-Cordero ◽

Belén Martín-Barragán

Keyword(s):

Variable Selection ◽

Functional Data ◽

Multivariate Functional Data

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Convolution-based linear discriminant analysis for functional data classification

Information Sciences ◽

10.1016/j.ins.2021.09.057 ◽

2021 ◽

Vol 581 ◽

pp. 469-478

Author(s):

Grover E. Castro Guzman ◽

Andre Fujita

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Functional Data ◽

Data Classification ◽

Linear Discriminant

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Conformal Prediction bands for multivariate functional data

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104879 ◽

2021 ◽

pp. 104879

Author(s):

Jacopo Diquigiovanni ◽

Matteo Fontana ◽

Simone Vantini

Keyword(s):

Functional Data ◽

Conformal Prediction ◽

Multivariate Functional Data ◽

Prediction Bands

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Directional outlyingness for multivariate functional data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2018.03.017 ◽

2019 ◽

Vol 131 ◽

pp. 50-65 ◽

Author(s):

Wenlin Dai ◽

Marc G. Genton

Keyword(s):

Functional Data ◽

Multivariate Functional Data

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Clustering multivariate functional data in group-specific functional subspaces

Computational Statistics ◽

10.1007/s00180-020-00958-4 ◽

2020 ◽

Vol 35 (3) ◽

pp. 1101-1131

Author(s):

Amandine Schmutz ◽

Julien Jacques ◽

Charles Bouveyron ◽

Laurence Chèze ◽

Pauline Martin

Keyword(s):

Functional Data ◽

Multivariate Functional Data

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Functional data classification: a wavelet approach

Computational Statistics ◽

10.1007/s00180-014-0503-4 ◽

2014 ◽

Vol 29 (6) ◽

pp. 1497-1513 ◽

Author(s):

Chung Chang ◽

Yakuan Chen ◽

R. Todd Ogden

Keyword(s):

Functional Data ◽

Data Classification

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