Binary imbalanced big data classification based on fuzzy data reduction and classifier fusion.
Junhai ZhaiMohan WangSufang ZhangPublished in: Soft Comput. (2022)
Keyphrases
- data reduction
- big data
- classifier fusion
- data analysis
- feature fusion
- classification accuracy
- classification rules
- knowledge discovery
- data compression
- majority voting
- cloud computing
- data management
- multiple classifier systems
- feature selection
- individual classifiers
- machine learning
- social media
- preprocessing
- high dimensionality
- data mining
- pattern recognition
- business intelligence
- data processing
- classification algorithm
- classifier ensemble
- classifier combination
- association rules
- feature extraction
- database
- fuzzy rules
- svm classifier
- singular value decomposition
- fuzzy sets
- class imbalance
- multiresolution
- feature vectors