Feature selection using rough set theory for object-oriented classification of remote sensing imagery.
Guifeng ZhangLina YiPublished in: Geoinformatics (2012)
Keyphrases
- rough set theory
- feature selection
- decision rules
- rough sets
- feature reduction
- object oriented
- remote sensing imagery
- rule extraction
- rough fuzzy
- classification accuracy
- decision table
- change detection
- knowledge reduction
- feature space
- support vector
- pattern recognition
- remote sensing
- text classification
- classification models
- information entropy
- data reduction
- high dimensionality
- attribute reduction
- machine learning
- classification rules
- support vector machine
- decision trees
- text categorization
- feature set
- attribute set
- feature extraction
- model selection
- feature selection algorithms
- data analysis
- data fusion
- relational databases
- feature vectors
- fold cross validation
- data model
- data mining
- supervised classification