An Intelligent Edge Dual-Structure Ensemble Method for Data Stream Detection and Releasing.
Jiangjiang ZhangBei GongQian WangYong WuGuiping ZhengPublished in: IEEE Internet Things J. (2024)
Keyphrases
- ensemble methods
- data streams
- change detection
- drifting concepts
- prediction accuracy
- benchmark datasets
- object detection
- ensemble learning
- concept drift
- decision trees
- classifier ensemble
- feature extraction
- optimization algorithm
- neural network
- artificial neural networks
- image processing
- random forest
- machine learning methods
- machine learning
- base learners
- generalization ability
- data distribution
- sliding window
- face recognition
- multi class
- knn
- active learning