Fuzzy integral-based ELM ensemble for imbalanced big data classification.
Junhai ZhaiSufang ZhangMingyang ZhangXiaomeng LiuPublished in: Soft Comput. (2018)
Keyphrases
- big data
- fuzzy integral
- classifier combination
- pattern recognition
- classification accuracy
- machine learning
- cloud computing
- data management
- choquet integral
- data analysis
- training set
- feature selection
- decision trees
- data processing
- business intelligence
- classifier ensemble
- benchmark datasets
- ensemble methods
- majority voting
- base classifiers
- data warehousing
- text classification
- fuzzy measures
- classification algorithm
- big data analytics
- training samples
- database
- training data
- feature extraction
- decision making
- machine learning methods
- support vector machine
- social media
- feature vectors
- ensemble learning
- feature space
- support vector
- real world
- neural network