A Novel Classification Approach through Integration of Rough Sets and Back-Propagation Neural Network.
Lei SiXin-hua LiuChao TanZhongbin WangPublished in: J. Appl. Math. (2014)
Keyphrases
- rough sets
- back propagation neural network
- decision rules
- rough set theory
- pattern recognition
- rule extraction
- granular computing
- rough sets theory
- data mining
- fuzzy sets
- decision trees
- attribute reduction
- machine learning
- decision table
- generalization ability
- dominance relation
- soft computing
- neural network
- text classification
- radial basis function neural network
- hybrid model
- support vector
- pattern classification
- classification accuracy
- support vector machine svm
- feature selection
- data analysis
- artificial neural networks
- feature vectors
- image classification
- neural network model
- classification rate
- training set
- feature set
- classification algorithm
- cross validation
- computer vision
- data sets