Flexible decision tree for data stream classification in the presence of concept change, noise and missing values

2009 ◽  
Vol 19 (1) ◽  
pp. 95-131 ◽  
Author(s):  
Sattar Hashemi ◽  
Ying Yang
Keyword(s):  
Decision Tree ◽  
Data Stream ◽  
Missing Values ◽  
Stream Classification ◽  
Data Stream Classification ◽  
Concept Change

MFlexDT: multi flexible fuzzy decision tree for data stream classification

2015 ◽  
Vol 20 (9) ◽  
pp. 3719-3733 ◽  
Author(s):  
Ayaz Isazadeh ◽  
Farnaz Mahan ◽  
Witold Pedrycz
Keyword(s):  
Decision Tree ◽  
Data Stream ◽  
Fuzzy Decision ◽  
Fuzzy Decision Tree ◽  
Stream Classification ◽  
Data Stream Classification

Analyzing and repairing concept drift adaptation in data stream classification

2021 ◽  
Author(s):  
Ben Halstead ◽  
Yun Sing Koh ◽  
Patricia Riddle ◽  
Russel Pears ◽  
Mykola Pechenizkiy ◽  
...  
Keyword(s):  
Data Stream ◽  
Concept Drift ◽  
Stream Classification ◽  
Data Stream Classification
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