Kohonen Map Combined to the K-Means Algorithm for the Identification of Day Types of Algerian Electricity Load.
Farouk BenabbasMohamed Tarek KhadirDamien FayAhmed BoughriraPublished in: CISIM (2008)
Keyphrases
- k means
- learning algorithm
- expectation maximization
- hierarchical clustering
- detection algorithm
- search space
- dynamic programming
- significant improvement
- particle swarm optimization
- computational cost
- fuzzy k means
- clustering method
- optimization algorithm
- worst case
- preprocessing
- computational complexity
- experimental evaluation
- np hard
- matching algorithm
- data clustering
- clustering algorithm
- high accuracy
- linear programming
- input data
- feature space
- objective function
- self organizing maps
- fuzzy c means
- identification rate
- neural network