Optimizing Self-Organizing Maps Parameters Using Genetic Algorithm: A Simple Case Study.
Reham Fathy M. AhmedCherif R. SalamaHani MahdiPublished in: AISI (2019)
Keyphrases
- self organizing maps
- genetic algorithm
- case study
- neural network
- input data
- competitive learning
- neural gas
- topology preserving
- k means
- network anomaly detection
- expectation maximization
- unsupervised learning
- artificial neural networks
- learning algorithm
- maximum likelihood
- object recognition
- reinforcement learning
- growing neural gas