Clustering as Approximation Method to Optimize Hydrological Simulations.
Elnaz AzmiUwe EhretJörg MeyerRik van PruijssenAchim StreitMarcus StroblPublished in: Euro-Par (2019)
Keyphrases
- clustering method
- unsupervised learning
- objective function
- segmentation method
- significant improvement
- similarity function
- synthetic data
- theoretical analysis
- experimental evaluation
- cost function
- high accuracy
- k means
- detection method
- high precision
- closed form
- classification accuracy
- data points
- model selection
- clustering algorithm
- dynamic programming
- spectral clustering
- prior knowledge
- density estimation
- parameter free