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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.
Buchkauf
Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography), Santosh Kumar
- Sprache
- Erscheinungsdatum
- 2017
- product-detail.submit-box.info.binding
- (Paperback)
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- Titel
- Qualitative & Quantitative Analysis (Ultra-Fast Gas Chromatography)
- Sprache
- Englisch
- Autor*innen
- Santosh Kumar
- Erscheinungsdatum
- 2017
- Einband
- Paperback
- Seitenzahl
- 60
- ISBN13
- 9783659942402
- Kategorie
- Wissenschaftsgeschichte & -theorie
- Beschreibung
- 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.