A Comparative Investigation of the Combined Effects of Pre-Processing, Wavelength Selection, and Regression Methods on Near-Infrared Calibration Model Performance

Computer Science

• Preprocessing 100%
• Regression Method 100%
• Selection Method 100%
• Combined Effect 100%
• Calibration Model 100%
• Roles 60%
• Least Squares Methods 60%
• Regression 40%
• Nonlinear Regression 40%
• Application 20%
• Optimization 20%
• Identification 20%
• Support Vector Machine 20%
• Superior Performance 20%
• Benchmark 20%
• Selection Operator 20%
• Scattering Effect 20%
• Forward Selection 20%
• Processing Method 20%
• Forward Genetics 20%
• Genetic Algorithm 20%
• Gaussian Process 20%

Chemistry

• Wavelength 100%
• NIR Spectroscopy 40%
• Application 20%
• Industry 20%
• Optimization 20%
• Length 20%
• Reaction Temperature 20%
• Food 20%
• Physical Property 20%
• Sample Preparation 20%
• Light Scattering 20%
• Chemical Property 20%
• Gaussian 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Enalapril Maleate 100%
• Infrared Spectroscopy 40%
• Pharmaceutics 20%