Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models.
Taeyoung KoHeeyoung KimPublished in: IEEE Trans. Ind. Informatics (2020)
Keyphrases
- generative model
- semi supervised
- deep belief networks
- discriminative learning
- sparse coding
- restricted boltzmann machine
- high dimensional
- unsupervised learning
- discriminative methods
- supervised learning
- deep learning
- probabilistic model
- semi supervised learning
- mixture model
- support vector
- weakly supervised
- labeled data
- decision trees
- conditional random fields
- image classification
- feature vectors
- supervised and unsupervised learning
- active learning
- feature space
- naive bayes models
- unlabeled data
- prior knowledge
- co training
- pairwise
- training set
- hierarchical hidden markov models
- expectation maximization
- machine learning
- feature extraction
- discriminative models
- training samples
- support vector machine
- dimensionality reduction
- graphical models
- low dimensional