Ensemble RBM-based classifier using fuzzy integral for big data classification.
Junhai ZhaiXu ZhouSufang ZhangTingting WangPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- big data
- classifier combination
- fuzzy integral
- individual classifiers
- classifier ensemble
- training set
- multiple classifier systems
- feature selection
- classification algorithm
- ensemble classifier
- pattern recognition
- training samples
- support vector machine
- cloud computing
- base classifiers
- class labels
- support vector
- data analysis
- majority voting
- classification accuracy
- training data
- decision trees
- data processing
- feature space
- data management
- ensemble methods
- feature set
- social media
- ensemble learning
- classifier fusion
- text classification
- neural network
- machine learning
- supervised learning
- business intelligence
- weak classifiers
- social networks
- feature vectors
- probability estimation
- databases
- choquet integral
- decision making
- feature extraction
- knowledge discovery
- multi class
- data sets
- word sense disambiguation
- feature subset