An Imbalanced Data Augmentation and Assessment Method for Industrial Process Fault Classification With Application in Air Compressors.
Yilin ShiJince LiHongguang LiBo YangPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- imbalanced data
- classification accuracy
- industrial process
- pattern classification
- machine learning methods
- support vector machine
- machine learning
- support vector machine svm
- training samples
- classification algorithm
- preprocessing
- neural network
- model selection
- multi class
- image classification
- feature space
- high dimensionality
- training data
- linear regression
- bp neural network
- decision trees