Structure-Based Virtual Sample Generation Using Average-Linkage Clustering for Small Dataset Problems

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Authors: Chih-Chieh Chang, Khairul Izyan Bin Anuar, Yu-Hwa Liu
Cited by: 0

Abstract

Small datasets are often challenging due to their limited sample size. This research introduces a novel solution to these problems: average linkage virtual sample generation (ALVSG). ALVSG leverages the underlying data struct... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Time Series Analysis and Forecasting Stock Market Forecasting Methods Data Stream Mining Techniques

Publication details

Journal / source
Computers, materials & continua/Computers, materials & continua (Print)
Volume
87
Issue
1
Pages
1–10
Publication date
1 January 2026
Language
EN