Imbalanced Data Classification Algorithm Based on Integrated Sampling and Ensemble Learning

2019 ◽  
pp. 615-624
Author(s):  
Yan Han ◽  
Mingxiang He ◽  
Qixian Lu
Keyword(s):  
Ensemble Learning ◽  
Imbalanced Data ◽  
Data Classification ◽  
Classification Algorithm ◽  
Imbalanced Data Classification

Imbalanced data classification algorithm with support vector machine kernel extensions

2018 ◽  
Vol 12 (3) ◽  
pp. 341-347 ◽  
Author(s):  
Feng Wang ◽  
Shaojiang Liu ◽  
Weichuan Ni ◽  
Zhiming Xu ◽  
Zemin Qiu ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Imbalanced Data ◽  
Data Classification ◽  
Classification Algorithm ◽  
Support Vector ◽  
Imbalanced Data Classification

A synthetic neighborhood generation based ensemble learning for the imbalanced data classification

2017 ◽  
Vol 48 (8) ◽  
pp. 2441-2457 ◽  
Author(s):  
Zhi Chen ◽  
Tao Lin ◽  
Xin Xia ◽  
Hongyan Xu ◽  
Sha Ding
Keyword(s):  
Ensemble Learning ◽  
Imbalanced Data ◽  
Data Classification ◽  
Imbalanced Data Classification
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