Prediction of Spot Prices in Nord Pool's Day-Ahead Market Using Machine Learning and Deep Learning.
Mika RantonenJoni KorpihalkolaPublished in: LOD (1) (2020)
Keyphrases
- deep learning
- machine learning
- electricity markets
- market prices
- market participants
- bidding strategies
- market clearing
- spot market
- unsupervised learning
- stock market
- unsupervised feature learning
- supply chain management
- feature selection
- deep architectures
- deep belief networks
- dynamic pricing
- data mining
- reinforcement learning
- restricted boltzmann machine
- auction mechanisms
- short term
- pattern recognition
- information extraction
- maximum likelihood
- pricing strategies
- weakly supervised
- long run
- image segmentation
- mental models
- decision trees
- learning strategies
- software agents