arrow
Return

A review on sample subset selection methods for multivariate modelling

delete2025-07-24
delete0
PRE
AI
X
Xihui Bian
W
Wenbo Yang
K
Kexin Zhang
Q
Qiang Zhang
W
Weilu Tian *
G
Geert van Kollenburg *
DOI:10.1016/j.chemolab.2025.105493delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• This review summarizes the existed sample subset selection methods in chemometrics. • Sample subset selection methods are classified into seven categories for the first time. • The unintelligible process of main sample subset selection methods are simply visualized through images.
Keywords:
chemometrics
sample subset selection
classification
visualization
data selection

Journal

Chemometrics and Intelligent Laboratory Systems cover
Chemometrics and Intelligent Laboratory Systems
IF:
3.8
Papers:
4.6K
Citations:
1.2W

Organization

T
Tiangong University
Scholars:
1.2W
Papers: 7.7K
Citations: 1.1W
Cited Papers

Cited Papers

No cited papers available