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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.
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Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography), Santosh Kumar
- Language
- Released
- 2017
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- (Paperback)
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- Title
- Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography)
- Language
- English
- Authors
- Santosh Kumar
- Publisher
- LAP LAMBERT Academic Publishing
- Released
- 2017
- Format
- Paperback
- Pages
- 60
- ISBN13
- 9783659942402
- Category
- Theory and history of science
- Description
- 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.