Principal component analysis implementation in Java

Sebastian Wójtowicz; Radosław Belka; Tomasz Sławiński; Mahnaz Parian

doi:10.1117/12.2205857

11 September 2015 Principal component analysis implementation in Java

Sebastian Wójtowicz, Radosław Belka, Tomasz Sławiński, Mahnaz Parian

Proceedings Volume 9662, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2015; 96623P (2015) https://doi.org/10.1117/12.2205857
Event: XXXVI Symposium on Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments (Wilga 2015), 2015, Wilga, Poland

Abstract

In this paper we show how PCA (Principal Component Analysis) method can be implemented using Java programming language. We consider using PCA algorithm especially in analysed data obtained from Raman spectroscopy measurements, but other applications of developed software should also be possible. Our goal is to create a general purpose PCA application, ready to run on every platform which is supported by Java.

Citation Download Citation

Sebastian Wójtowicz, Radosław Belka, Tomasz Sławiński, and Mahnaz Parian "Principal component analysis implementation in Java", Proc. SPIE 9662, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2015, 96623P (11 September 2015); https://doi.org/10.1117/12.2205857

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