Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window Sampling

2018 ◽  
Author(s):  
Dianlong You ◽  
Xindong Wu ◽  
Limin Shen ◽  
Zhen Chen ◽  
Chuan Ma ◽  
...  
Keyword(s):  
Feature Selection ◽  
Sliding Window ◽  
Online Feature Selection ◽  
Selection For

scholarly journals Online Feature Selection for Streaming Features Using Self-Adaption Sliding-Window Sampling

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 16088-16100 ◽  
Author(s):  
Dianlong You ◽  
Xindong Wu ◽  
Limin Shen ◽  
Song Deng ◽  
Zhen Chen ◽  
...  
Keyword(s):  
Feature Selection ◽  
Sliding Window ◽  
Online Feature Selection ◽  
Selection For

Online Feature Selection for Multi-Source Streaming Features

2022 ◽  
Author(s):  
Dianlong You ◽  
Miaomiao Sun ◽  
Shunpan Liang ◽  
Ruiqi Li ◽  
Yang Wang ◽  
...  
Keyword(s):  
Feature Selection ◽  
Online Feature Selection ◽  
Selection For

Online feature selection for high-dimensional class-imbalanced data

2017 ◽  
Vol 136 ◽  
pp. 187-199 ◽  
Author(s):  
Peng Zhou ◽  
Xuegang Hu ◽  
Peipei Li ◽  
Xindong Wu
Keyword(s):  
Feature Selection ◽  
Imbalanced Data ◽  
High Dimensional ◽  
Online Feature Selection ◽  
Selection For
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