A two-stage estimation method based on Conceptors-aided unsupervised clustering and convolutional neural network classification for the estimation of the degradation level of industrial equipment.
Mingjing XuPiero BaraldiZhe YangEnrico ZioPublished in: Expert Syst. Appl. (2023)
Keyphrases
- unsupervised clustering
- clustering method
- classification accuracy
- support vector machine svm
- convolutional neural network
- supervised classification
- support vector machine
- pattern classification
- detection method
- prior knowledge
- pairwise
- feature selection
- feature set
- feature vectors
- feature extraction
- clustering algorithm
- pattern recognition
- distance metric
- spectral clustering
- support vector
- decision trees