Towards justifying unsupervised stationary decisions for geostatistical modeling: Ensemble spatial and multivariate clustering with geomodeling specific clustering metrics.
Ryan MartinJeff B. BoisvertPublished in: Comput. Geosci. (2018)
Keyphrases
- k means
- unsupervised learning
- clustering algorithm
- cluster analysis
- clustering method
- hierarchical clustering
- categorical data
- information bottleneck
- unsupervised manner
- unsupervised clustering
- spatial clustering
- supervised classification
- spectral clustering
- data clustering
- agglomerative clustering
- spatial information
- decision makers
- minimum message length
- mixed data
- data sets
- grid cells
- multivariate time series
- clustering quality
- spatial and temporal
- information theoretic
- high dimensional data
- data points
- neural network