Adaptive Data Balancing Method Using Stacking Ensemble Model and Its Application to Non-Technical Loss Detection in Smart Grids.
Ashraf UllahNadeem JavaidMuhammad Umar Javed PamirByung-Seo KimSaeed Ali BahajPublished in: IEEE Access (2022)
Keyphrases
- input data
- synthetic data
- prior knowledge
- test data
- statistical model
- predictive model
- detection method
- experimental data
- estimation process
- probabilistic model
- probability distribution
- data sets
- statistical methods
- mathematical model
- prior information
- multiple models
- similarity measure
- prediction model
- statistical information
- cost function
- dimensional vector
- classification algorithm
- training data
- noisy data
- information loss
- bp neural network
- regression analysis
- neural network
- missing values
- missing data
- detection algorithm
- training samples
- pairwise
- data analysis
- objective function
- clustering method
- ensemble learning
- em algorithm
- data structure
- energy function
- bayesian methods
- data points
- learned models