Visualizing gridded time series data with self organizing maps: An application to multi-year snow dynamics in the Northern Hemisphere.
Ninghua WangTrent W. BiggsAndré SkupinPublished in: Comput. Environ. Urban Syst. (2013)
Keyphrases
- self organizing maps
- neural network
- competitive learning
- unsupervised learning
- neural gas
- input data
- topology preserving
- som neural network
- k means
- visualization methods
- dynamical systems
- decision trees
- network anomaly detection
- data visualization
- anomaly detection
- active learning
- growing neural gas
- high dimensional
- similarity measure
- growing hierarchical self organizing map