Accurate and efficient selection of the best consumption prediction method in smart grids.
Marc FrîncuCharalampos ChelmisMuhammad Usman NoorViktor K. PrasannaPublished in: IEEE BigData (2014)
Keyphrases
- high accuracy
- synthetic data
- high precision
- computationally efficient
- significant improvement
- detection method
- preprocessing
- pairwise
- prior knowledge
- mutual information
- cost function
- objective function
- completely automatic
- highly accurate
- optimization method
- prediction model
- high efficiency
- clustering method
- optimization algorithm
- experimental evaluation
- neural network
- numerically stable
- selection strategy
- prediction error
- classification accuracy
- computational cost
- similarity measure
- genetic algorithm