How important is microstructural feature selection for data-driven structure-property mapping?

2022 ◽  
Author(s):  
Hao Liu ◽  
Berkay Yucel ◽  
Daniel Wheeler ◽  
Baskar Ganapathysubramanian ◽  
Surya R. Kalidindi ◽  
...  
Keyword(s):  
Feature Selection ◽  
Microstructural Feature ◽  
Data Driven ◽  
Structure Property ◽  
Selection For

scholarly journals A data-driven multi-model methodology with deep feature selection for short-term wind forecasting

2017 ◽  
Vol 190 ◽  
pp. 1245-1257 ◽  
Author(s):  
Cong Feng ◽  
Mingjian Cui ◽  
Bri-Mathias Hodge ◽  
Jie Zhang
Keyword(s):  
Feature Selection ◽  
Data Driven ◽  
Short Term ◽  
Deep Feature ◽  
Wind Forecasting ◽  
Selection For

Wrapper feature selection for small sample size data driven by complete error estimates

2012 ◽  
Vol 108 (1) ◽  
pp. 138-150 ◽  
Author(s):  
Martin Macaš ◽  
Lenka Lhotská ◽  
Eduard Bakstein ◽  
Daniel Novák ◽  
Jiří Wild ◽  
...  
Keyword(s):  
Feature Selection ◽  
Sample Size ◽  
Error Estimates ◽  
Small Sample Size ◽  
Small Sample ◽  
Data Driven ◽  
Selection For ◽  
Wrapper Feature Selection ◽  
Size Data
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