Combining clustering and classification for the regionalization of environmental model parameters: Application to floodplain mapping in data-scarce regions.
Keighobad JafarzadeganVenkatesh MerwadeHamid MoradkhaniPublished in: Environ. Model. Softw. (2020)
Keyphrases
- data points
- data sets
- high dimensional data
- data analysis
- data objects
- original data
- database
- data quality
- data collection
- data processing
- clustering analysis
- unsupervised learning
- input data
- image data
- knowledge discovery
- data sources
- decision trees
- data mining tasks
- supervised classification
- data mining
- input image
- feature set
- feature space
- pattern recognition
- classification method
- feature extraction
- feature selection
- data reduction