scholarly journals On Dynamic Feature Weighting for Feature Drifting Data Streams

2016 ◽  
pp. 129-144 ◽  
Author(s):  
Jean Paul Barddal ◽  
Heitor Murilo Gomes ◽  
Fabrício Enembreck ◽  
Bernhard Pfahringer ◽  
Albert Bifet
Keyword(s):  
Data Streams ◽  
Feature Weighting ◽  
Dynamic Feature

Merit-guided dynamic feature selection filter for data streams

2019 ◽  
Vol 116 ◽  
pp. 227-242 ◽  
Author(s):  
Jean Paul Barddal ◽  
Fabrício Enembreck ◽  
Heitor Murilo Gomes ◽  
Albert Bifet ◽  
Bernhard Pfahringer
Keyword(s):  
Feature Selection ◽  
Data Streams ◽  
Dynamic Feature

scholarly journals Boosting decision stumps for dynamic feature selection on data streams

2019 ◽  
Vol 83 ◽  
pp. 13-29 ◽  
Author(s):  
Jean Paul Barddal ◽  
Fabrício Enembreck ◽  
Heitor Murilo Gomes ◽  
Albert Bifet ◽  
Bernhard Pfahringer
Keyword(s):  
Feature Selection ◽  
Data Streams ◽  
Dynamic Feature
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