A Robustness-Oriented Data Augmentation Method for DNN.
Meixi LiuWeijiang HongWeiyu PanChendong FengPublished in: QRS Companion (2021)
Keyphrases
- synthetic data
- input data
- data sets
- detection method
- noisy data
- prior knowledge
- statistical methods
- cost function
- data processing
- missing data
- test data
- training samples
- data collection
- spatial data
- probabilistic model
- database
- high precision
- dynamic programming
- missing values
- raw data
- high accuracy
- user input
- high quality
- training process
- clustering method
- correlation analysis
- support vector machine
- probability distribution
- significant improvement
- high dimensional
- objective function
- edge detection
- knowledge discovery
- data points
- data sources
- computational cost
- pairwise
- original data
- prior information
- data analysis
- data structure
- training data