Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness.
Hieu LeHans WalkerDung N. TranPeter ChinPublished in: CoRR (2022)
Keyphrases
- preprocessing
- synthetic data
- input data
- prior information
- statistical methods
- data collection
- data sets
- missing data
- test data
- noisy data
- prior knowledge
- high accuracy
- data analysis
- pairwise
- training data
- correlation analysis
- knowledge discovery
- dynamic programming
- data sources
- user input
- similarity measure
- cost function
- database
- data distribution
- information loss
- original data
- neural network
- computational efficiency
- preprocessing steps
- spatial data
- data mining
- image sequences
- clustering method
- training samples
- statistical analysis
- feature set
- support vector machine
- image data