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Focusing on pattern recognition analysis, this book serves as a comprehensive guide for young researchers and scientists in data analysis and sample classification. It details the use of ultra-fast gas chromatography (UFGC) for collecting aromatic data, followed by various statistical analyses including PCA and SVM. The text includes quantitative data comparisons and outlines data pre-processing techniques. By blending experimental and scientific approaches, it aims to provide valuable insights and a roadmap for both new and advanced researchers in the field.
Nákup knihy
Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography), Santosh Kumar
- Jazyk
- Rok vydania
- 2017
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- Titul
- Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography)
- Jazyk
- anglicky
- Autori
- Santosh Kumar
- Vydavateľ
- LAP LAMBERT Academic Publishing
- Rok vydania
- 2017
- Väzba
- mäkká
- Počet strán
- 60
- ISBN13
- 9783659942402
- Kategórie
- Teória a história vedy
- Anotácia
- Focusing on pattern recognition analysis, this book serves as a comprehensive guide for young researchers and scientists in data analysis and sample classification. It details the use of ultra-fast gas chromatography (UFGC) for collecting aromatic data, followed by various statistical analyses including PCA and SVM. The text includes quantitative data comparisons and outlines data pre-processing techniques. By blending experimental and scientific approaches, it aims to provide valuable insights and a roadmap for both new and advanced researchers in the field.