Geometric significance of eigenvalues and eigenvectors in linear algebra and their potential value in data analysis

Published Online: Sep 24, 2025

Received: Jan 17, 2025

Accepted: May 05, 2025

DOI: https://doi.org/10.2478/amns-2025-0985

Keywords

Eigenvalues, Eigenvectors, Principal component analysis, Spectral clustering, Geometric meaning, Data analysis

© 2025 Yingdi Li, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.