Base Station Traffic Prediction based on Feature Selection and Stacking Ensemble Learning.
Long ZhaoYouzhi HuangYanyan WangYin XuQiangzhong FengEnhong ChenPublished in: CNIOT (2023)
Keyphrases
- ensemble learning
- base station
- feature selection
- ensemble classifier
- ensemble methods
- prediction accuracy
- wireless sensor networks
- ensemble feature selection
- wireless networks
- sensor networks
- energy consumption
- mobile users
- generalization ability
- base classifiers
- concept drift
- random forest
- ad hoc networks
- communication networks
- sensor nodes
- network traffic
- unlabeled data
- feature ranking
- classification accuracy
- naive bayes
- classification algorithm
- data sets
- test data
- support vector
- multi class
- benchmark datasets
- training data
- learning algorithm
- machine learning
- text classification
- neural network