An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks.
David Criado-RamónLuis G. Baca RuízMaria del Carmen PegalajarPublished in: Big Data Cogn. Comput. (2023)
Keyphrases
- artificial neural networks
- cost function
- experimental evaluation
- optimal solution
- learning algorithm
- computational cost
- np hard
- preprocessing
- dynamic programming
- k means
- detection algorithm
- computational intelligence
- long sequences
- significant improvement
- levenberg marquardt
- tree structure
- pattern matching
- input data
- worst case
- segmentation algorithm
- association rules
- genetic algorithm
- image sequences
- objective function
- search space