PCA and K-means clustering applied to Raman and PL imaging reveal structural defects in silicon wafers, enhancing understanding of optoelectronic performance.

Abstract: Dimensionality reduction is a crucial step in building interpretable machine learning models, especially for highdimensional datasets. This study provides a comparative analysis of two ...

Abstract: In this paper, a multi-objective optimization model incorporating a novel entropy-PCA weight allocation and enhanced genetic algorithm is proposed to cope with multi-dimensional optimization ...

Windows binaries are provided; while no installation is needed, you need to decompress everything and then run "pdf_viewer_app.exe" within the folder "pdf_viewer_app". Make sure you have writing ...