Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels.
Nurettin SerginJiayu HuangTzyy-Shuh ChangHao YanPublished in: CoRR (2024)
Keyphrases
- fault detection
- deep learning
- unsupervised learning
- training data
- fault diagnosis
- class labels
- fault identification
- industrial processes
- tennessee eastman
- restricted boltzmann machine
- training examples
- training set
- unsupervised feature learning
- deep belief networks
- weakly supervised
- fuel cell
- robust fault detection
- supervised learning
- hierarchical models
- decision trees
- computer vision
- machine learning
- feature set
- mental models
- semi supervised
- pairwise
- multi label
- higher order
- hierarchical model
- pattern recognition
- multiscale
- image segmentation
- feature selection