Ensemble Data Reduction Techniques and Multi-RSMOTE via Fuzzy Integral for Bug Report Classification.
Shikai GuoRong ChenMiaomiao WeiHui LiYaqing LiuPublished in: IEEE Access (2018)
Keyphrases
- data reduction
- fuzzy integral
- classification accuracy
- data compression
- classification rules
- feature selection
- classifier combination
- feature extraction
- training set
- data mining
- knowledge discovery
- classifier ensemble
- preprocessing
- data analysis
- pattern recognition
- high dimensionality
- model selection
- feature vectors
- machine learning
- multi class
- rough set theory
- support vector
- fuzzy measures
- ensemble methods
- multiscale
- decision rules
- neural network
- singular value decomposition
- classification algorithm
- feature space
- class labels
- bit rate
- text classification
- control system
- expert systems