A Novel Data Augmentation Method for Improving the Accuracy of Insulator Health Diagnosis.
Zhifeng LiYaqin SongRunchen LiSen GuXuze FanPublished in: Sensors (2022)
Keyphrases
- high accuracy
- synthetic data
- input data
- prior knowledge
- noisy data
- data sets
- database
- high precision
- missing data
- error rate
- training samples
- classification accuracy
- raw data
- preprocessing
- data analysis
- highly accurate
- accuracy rate
- correlation coefficient
- data collection
- data structure
- detection method
- test data
- missing values
- computational efficiency
- clustering method
- computational cost
- significant improvement
- training data
- fault diagnosis
- sensor data
- health care
- high dimensional data
- medical images
- knowledge discovery
- data sources
- pairwise
- neural network
- correlation analysis