From High-dimensional to Functional Data: Stringing Via Manifold Learning

DOI10.1007/978-3-030-47756-1_16zbMath1444.62155OpenAlexW3035902899MaRDI QIDQ3300636

Harold A. Hernández-Roig, M. Carmen Aguilera-Morillo, Rosa Elvira Lillo

Publication date: 29 July 2020

Published in: Functional and High-Dimensional Statistics and Related Fields (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-47756-1_16

zbMATH Keywords

manifold learningfunctional data

Mathematics Subject Classification ID

Functional data analysis (62R10) Statistics on manifolds (62R30)

Uses Software

• fda (R)

Cites Work

• Functional data analysis.
• Local Multidimensional Scaling for Nonlinear Dimension Reduction, Graph Drawing, and Proximity Analysis
• Stringing High-Dimensional Data for Functional Analysis
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