Method for Classifying a Noisy Raman Spectrum Based on a Wavelet Transform and a Deep Neural Network.
Liangrui PanPronthep PipitsunthonsanChalongrat DaengngamSittiporn ChannumsinSuwat SreesawetMitchai ChongcheawchamnanPublished in: IEEE Access (2020)
Keyphrases
- neural network
- wavelet transform
- clustering method
- method based on wavelet
- significant improvement
- preprocessing
- cost function
- computational complexity
- pairwise
- detection method
- support vector machine svm
- similarity measure
- wavelet analysis
- feed forward neural networks
- noisy data
- segmentation method
- back propagation
- objective function
- feature set
- probabilistic model
- computational cost
- multiresolution