A real-time ensemble classification algorithm for time series data.
Xianglei ZhuShuai ZhaoYaodong YangHongyao TangZan WangJianye HaoPublished in: ICA (2017)
Keyphrases
- classification algorithm
- real time
- classifier ensemble
- training set
- k nearest neighbor
- knn
- hierarchical classification
- document classification
- support vector machine
- learning algorithm
- neural network
- concept drift
- class labels
- classification method
- classification rules
- training phase
- input features
- naive bayes
- base learners
- accurate classification
- data analysis
- ensemble learning
- random forests
- training data
- data sets
- high dimensional
- regression problems
- decision trees
- clustering algorithm
- feature selection