Qualitative and Quantitative Analysis of Caffeine in Medicines by Terahertz Spectroscopy Using Machine Learning Method.
Qingrou YangLuping WuChenjun ShiXu WuXiaohong ChenWanwan WuHuinan YangZijie WangLinggao ZengYan PengPublished in: IEEE Access (2021)
Keyphrases
- machine learning
- synthetic data
- qualitative and quantitative analysis
- pairwise
- significant improvement
- high accuracy
- machine learning methods
- high precision
- cost function
- computational complexity
- detection method
- support vector machine
- probabilistic model
- unsupervised learning
- model selection
- experimental evaluation
- dynamic programming
- pattern recognition
- similarity measure
- data sets
- information extraction
- computational cost
- support vector machine svm
- prior knowledge
- fault diagnosis
- classification method
- data mining
- neural network