A Model Transfer Method among Spectrometers Based on Improved Deep Autoencoder for Concentration Determination of Heavy Metal Ions by UV-Vis Spectra.
Hongqiu ZhuYi ShangQilong WanFei ChengHaonan HuTiebin WuPublished in: Sensors (2023)
Keyphrases
- mathematical model
- prior information
- probabilistic model
- objective function
- prior knowledge
- statistical model
- cost function
- theoretical analysis
- modeling method
- linear model
- em algorithm
- improved algorithm
- sensitivity analysis
- similarity measure
- study proposes
- hybrid method
- pairwise
- network model
- optimization method
- classification method
- detection method
- input data
- high accuracy
- evaluation method
- evaluation model
- reconstruction method
- closed form
- tree structure
- bayesian framework
- statistical methods
- significant improvement
- high order
- monte carlo simulation
- parameter estimation
- hybrid model
- unsupervised learning
- markov model
- support vector machine svm
- gaussian distribution
- artificial neural networks
- test data