Recurring Drift Detection and Model Selection-Based Ensemble Classification for Data Streams with Unlabeled Data

2021 ◽  
Author(s):  
Peipei Li ◽  
Man Wu ◽  
Junhong He ◽  
Xuegang Hu
Keyword(s):  
Model Selection ◽  
Data Streams ◽  
Unlabeled Data ◽  
Ensemble Classification

scholarly journals An Ensemble Classification Algorithm Based on Information Entropy for Data Streams

2019 ◽  
Vol 50 (3) ◽  
pp. 2101-2117 ◽  
Author(s):  
Junhong Wang ◽  
Shuliang Xu ◽  
Bingqian Duan ◽  
Caifeng Liu ◽  
Jiye Liang
Keyword(s):  
Information Entropy ◽  
Data Streams ◽  
Classification Algorithm ◽  
Ensemble Classification

Improved Ensemble Classification for Evolving Data Streams

2020 ◽  
pp. 1-1
Author(s):  
Hui Tian ◽  
Lulu Wang ◽  
Hong Shen ◽  
Alan Liew
Keyword(s):  
Data Streams ◽  
Ensemble Classification ◽  
Evolving Data
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