Catchment classification by runoff behaviour with self-organizing maps (SOM)
Rita LeyMarkus CasperHugo HellebrandRalf MerzPublished in: Hydrology and Earth System Sciences (2011)
Keyphrases
- self organizing maps
- learning vector quantization
- som neural network
- fuzzy classification
- unsupervised learning
- probabilistic neural network
- neural network
- feature maps
- neural gas
- topology preserving
- competitive learning
- k means
- gene expression profiles
- pattern recognition
- growing self organizing map
- decision trees
- feature extraction
- high dimensional input data
- text classification
- input data
- supervised learning
- image segmentation
- clustering algorithm
- machine learning
- network anomaly detection
- data sets
- learning process
- feature space