Cluster-Based Instance Selection for the Imbalanced Data Classification

2018 ◽  
pp. 191-200 ◽  
Author(s):  
Ireneusz Czarnowski ◽  
Piotr Jędrzejowicz
Keyword(s):  
Imbalanced Data ◽  
Data Classification ◽  
Instance Selection ◽  
Imbalanced Data Classification ◽  
Selection For

scholarly journals Instance selection improves geometric mean accuracy: a study on imbalanced data classification

2019 ◽  
Vol 8 (2) ◽  
pp. 215-228 ◽  
Author(s):  
Ludmila I. Kuncheva ◽  
Álvar Arnaiz-González ◽  
José-Francisco Díez-Pastor ◽  
Iain A. D. Gunn
Keyword(s):  
Geometric Mean ◽  
Imbalanced Data ◽  
Data Classification ◽  
Instance Selection ◽  
Imbalanced Data Classification

Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

2019 ◽  
pp. 231-250 ◽  
Author(s):  
Feras Namous ◽  
Hossam Faris ◽  
Ali Asghar Heidari ◽  
Monther Khalafat ◽  
Rami S. Alkhawaldeh ◽  
...  
Keyword(s):  
Feature Selection ◽  
Imbalanced Data ◽  
Data Classification ◽  
Imbalanced Data Classification ◽  
Selection For

Data reduction and stacking for imbalanced data classification

2019 ◽  
Vol 37 (6) ◽  
pp. 7239-7249
Author(s):  
Ireneusz Czarnowski ◽  
Piotr Jędrzejowicz
Keyword(s):  
Data Reduction ◽  
Imbalanced Data ◽  
Data Classification ◽  
Imbalanced Data Classification
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