A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments

2020 ◽  
Vol 31 (1) ◽  
pp. 309-320 ◽  
Author(s):  
Zhe Yang ◽  
Sameer Al-Dahidi ◽  
Piero Baraldi ◽  
Enrico Zio ◽  
Lorenzo Montelatici
Keyword(s):  
Incremental Learning ◽  
Detection Method ◽  
Concept Drift ◽  
Concept Drift Detection ◽  
Novel Concept

A novel concept drift detection method in data streams using ensemble classifiers

2016 ◽  
Vol 20 (6) ◽  
pp. 1329-1350 ◽  
Author(s):  
Mahdie Dehghan ◽  
Hamid Beigy ◽  
Poorya ZareMoodi
Keyword(s):  
Data Streams ◽  
Detection Method ◽  
Concept Drift ◽  
Ensemble Classifiers ◽  
Concept Drift Detection ◽  
Novel Concept

Concept drift detection method with limited amount of labeled data

2013 ◽  
Vol 32 (8) ◽  
pp. 2176-2181
Author(s):  
Nan LI ◽  
Gong-de GUO ◽  
Li-fei CHEN
Keyword(s):  
Detection Method ◽  
Concept Drift ◽  
Concept Drift Detection
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