Chemometrics: Data Treatment and Applications

ISBN-13: 9780443214936 / Angielski

Fabiano Andr? Narciso Fernandes; Sueli Rodrigues; Elenilson Godoy Alves Filho

Spis treści

SECTION 1 - FUNDAMENTALS
1. Introduction
2. Relevant topics in the Interpretation of Chemometric Data
3. Experimental design for chemometrics. Best practices
4. Chemometric Basis for Artificial Intelligence, Machine Learning, and Data Mining
5. Hyperspectral imaging combined with chemometrics

SECTION 2 - CHEMICAL ANALYSIS APPROACHES
6. E-nose, and E-tongue combined with chemometrics
7. NIR and FTIR Spectrometry combined with chemometrics
8. NMR combined with chemometrics
9. Olfactometry combined with chemometrics
10. One- and two-dimensional chromatography combined with chemometrics
11. Raman spectroscopy combined with chemometrics
12. Sensors and chemometrics

SECTION 3 - Applications
14. Food Adulteration
15. Forensics
16. Geographical origin identification and authentication
17. Heavy Metals
18. Metabolite Identification
19. Pharmaceuticals
20. Water Pollution and contaminants
21. Soils Mapping
22. Clinical Diagnostics