Ordinal classification of 3D brain structures by functional data analysis
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comunitat-uji-handle2:10234/7037
comunitat-uji-handle3:10234/8635
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INVESTIGACIONMetadata
Title
Ordinal classification of 3D brain structures by functional data analysisDate
2021-08-24Publisher
Elsevier B.V. AllISSN
0167-7152Bibliographic citation
L. Ferrando, I. Epifanio, N. Ventura-Campos, Ordinal classification of 3D brain structures by functional data analysis, Statistics & Probability Letters, Volume 179, 2021, 109-227, ISSN 0167-7152, https://doi.org/10.1016/j.spl.2021.109227.Type
info:eu-repo/semantics/articleVersion
info:eu-repo/semantics/publishedVersionSubject
Abstract
We introduce several ordinal classification methods for functional data, specificallymultiargument and multivariate functional data. Their performance is analyzed in fourreal data sets that belong to a neuroeducational ... [+]
We introduce several ordinal classification methods for functional data, specificallymultiargument and multivariate functional data. Their performance is analyzed in fourreal data sets that belong to a neuroeducational problem and a neuropathologicalproblem. [-]
Is part of
Statistics & Probability Letters, Volume 179, December 2021, 109227Funder Name
Spanish Ministry of Science and Innovation | Universitat Jaume I
Project code
DPI2017-87333-R and PID2020-118763GA-I00 | UJI-A2017-8 and UJI-B2020-22
Rights
info:eu-repo/semantics/openAccess
This item appears in the folowing collection(s)
- IF_Articles [318]
- EDE_Articles [420]
- MAT_Articles [766]