Projection-based classification for functional data

DOI10.1080/02331888.2020.1750015zbMath1440.62404OpenAlexW3015954607MaRDI QIDQ5110806

Nadiyeh Darabi, S. Mohammad E. Hosseini-Nasab

Publication date: 23 May 2020

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2020.1750015

zbMATH Keywords

Haar basisprojection functionclassification errormodified centroid classifierperfect classification

Mathematics Subject Classification ID

Functional data analysis (62R10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• fda (R)

Cites Work

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• Rates of Convergence of the Functional $k$-Nearest Neighbor Estimate
• OUP accepted manuscript
• Classification Using Censored Functional Data
• Nearest neighbor classification in infinite dimension
• Achieving near Perfect Classification for Functional Data

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