A Dimensional Augmentation-Based Data-Driven Method for Detecting False Data Injection in Smart Meters.
Zhenyuan DuZiming YanYan XuPublished in: IEEE Trans. Smart Grid (2024)
Keyphrases
- synthetic data
- data driven
- input data
- prior knowledge
- data sets
- dimensional data
- data analysis
- prior information
- statistical methods
- detection method
- significant improvement
- image data
- data quality
- computational cost
- original data
- raw data
- training samples
- correlation analysis
- noisy data
- database
- high dimensional data
- data structure
- similarity measure
- cost function
- missing values
- pairwise
- high quality
- dynamic programming
- probabilistic model
- data points
- support vector machine
- statistical analysis
- test data
- spatial data
- missing data
- multi dimensional
- decision trees
- clustering method
- bayesian networks