Mutivariable mutual information based feature selection for electricity price forecasting.
Zhi-Wei QiuPublished in: ICMLC (2012)
Keyphrases
- feature selection
- electricity markets
- mutual information
- market clearing
- short term
- electric power
- image registration
- text categorization
- software agents
- text classification
- classification models
- long term
- multi class
- machine learning
- feature weighting
- feature selection algorithms
- unit commitment
- neural network
- feature space
- feature extraction
- power generation
- crude oil
- classification accuracy
- irrelevant features
- electricity consumption
- high dimensionality
- power grid
- load forecasting
- computer vision
- small sample
- genetic algorithm
- information gain
- naive bayes
- dimensionality reduction
- knn
- multi agent systems
- market participants
- similarity measure