Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification.
Zhiwen YuYidong ZhangJane YouC. L. Philip ChenHau-San WongGuoqiang HanJun ZhangPublished in: IEEE Trans. Cybern. (2019)
Keyphrases
- high dimensional data
- classifier ensemble
- high dimensionality
- semi supervised
- high dimensional
- dimensionality reduction
- low dimensional
- nearest neighbor
- concept drifting data streams
- data sets
- named entity recognition
- classification accuracy
- data points
- supervised learning
- classification algorithm
- feature space
- data analysis
- data distribution
- pattern recognition
- training set
- ensemble methods
- ensemble classifier
- decision trees
- machine learning
- support vector machine
- text classification
- machine learning methods
- missing values
- image classification
- input space
- base classifiers
- support vector
- semi supervised learning
- sparse representation
- generative model
- feature set
- feature extraction
- feature selection