Hybrid Approach for Wind Turbines Power Curve Modeling Founded on Multi-Agent System and Two Machine Learning Algorithms, K-Means Method and the K-Nearest Neighbors, in the Retrieve Phase of the Dynamic Case Based Reasoning.
Mohamed KouissiEl Mokhtar En-NaimiAbdelhamid ZouhairPublished in: Int. J. Online Biomed. Eng. (2022)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- k nearest neighbor
- k means
- case based reasoning
- classification method
- knn
- machine learning
- similarity measure
- learning algorithm
- support vector machine
- classification algorithm
- nearest neighbor
- multi agent systems
- pairwise
- nearest neighbor algorithm
- real world
- expert systems
- short term
- decision trees
- artificial intelligence