Cleaning Method for Status Monitoring Data of Power Equipment Based on Stacked Denoising Autoencoders.
Jiejie DaiHui SongGehao ShengXiuchen JiangPublished in: IEEE Access (2017)
Keyphrases
- synthetic data
- denoising
- data sets
- input data
- test data
- training samples
- noisy data
- pairwise
- data mining techniques
- prior knowledge
- data sources
- real time
- prior information
- statistical methods
- missing data
- data quality
- preprocessing
- data collection
- objective function
- training data
- missing values
- denoising methods
- wavelet denoising
- spatial data
- sensor data
- clustering method
- data processing
- input image
- support vector machine
- probability distribution
- data structure