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Proceedings Paper

Principal component analysis implementation in Java
Author(s): Sebastian Wójtowicz; Radosław Belka; Tomasz Sławiński; Mahnaz Parian
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Paper 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.

Paper Details

Date Published: 11 September 2015
PDF: 6 pages
Proc. SPIE 9662, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2015, 96623P (11 September 2015); doi: 10.1117/12.2205857
Show Author Affiliations
Sebastian Wójtowicz, Kielce Univ. of Technology (Poland)
Radosław Belka, Kielce Univ. of Technology (Poland)
Tomasz Sławiński, Consultant (Poland)
Mahnaz Parian, Islamic Azad Univ. (Iran, Islamic Republic of)


Published in SPIE Proceedings Vol. 9662:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2015
Ryszard S. Romaniuk, Editor(s)

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