CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning.
Saihua CaiYingwei ZhaoYikai HuJunzhe WuJiaxu WuGuofeng ZhangChuan ZhaoRexford Nii Ayitey SosuPublished in: Knowl. Based Syst. (2024)
Keyphrases
- ensemble learning
- concept drift
- drift detection
- generalization ability
- data streams
- convolutional network
- ensemble methods
- base classifiers
- convolutional neural networks
- non stationary
- streaming data
- classification algorithm
- random forest
- pattern recognition
- high dimensional
- multi label
- data sets
- prediction accuracy
- machine learning algorithms
- object detection
- reinforcement learning
- clustering algorithm