Dynamic ensemble algorithm of SMOTE and rotation forest for imbalanced hyperspectral remote sensing classification

TONG Yingping; FENG Wei; SONG Yijia; QUAN Yinghui; HUANG Wenjiang; GAO Lianru; ZHU Wentao; XING Mengdao

doi:10.11834/jrs.20210216

Remote Sensing Technology and Method | Views:1187Downloads:2564CSCD:3

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Dynamic ensemble algorithm of SMOTE and rotation forest for imbalanced hyperspectral remote sensing classification
- role：First author第一作者
- Affiliation：
  School of Electronic Engineering, Xidian University, Xi’an 710071, China
  Research Institute of Advanced Remote Sensing Technology, Xidian University, Xi’an 710071, China
- Email：yptong@stu.xidian.edu.cn
- Introduction：童莹萍，研究方向为遥感图像处理。E-mail：yptong@stu.xidian.edu.cn
TONG Yingping
12 * ,
- role：Corresponding author通信作者
- Affiliation：
  School of Electronic Engineering, Xidian University, Xi’an 710071, China
  Research Institute of Advanced Remote Sensing Technology, Xidian University, Xi’an 710071, China
- Email：wfeng@xidian.edu.cn
- Introduction：冯伟，研究方向为遥感图像处理、机器学习。E-mail：wfeng@xidian.edu.cn
FENG Wei
12 * ,
- Affiliation：
  School of Electronic Engineering, Xidian University, Xi’an 710071, China
  Research Institute of Advanced Remote Sensing Technology, Xidian University, Xi’an 710071, China
SONG Yijia
12 * ,
- Affiliation：
  School of Electronic Engineering, Xidian University, Xi’an 710071, China
  Research Institute of Advanced Remote Sensing Technology, Xidian University, Xi’an 710071, China
QUAN Yinghui
12 * ,
- Affiliation：
  Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
HUANG Wenjiang
3 * ,
- Affiliation：
  Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
GAO Lianru
3 * ,
- Affiliation：
  School of Electronic Engineering, Xidian University, Xi’an 710071, China
  Research Institute of Advanced Remote Sensing Technology, Xidian University, Xi’an 710071, China
ZHU Wentao
12 * ,
- Affiliation：
  Academy of Advanced Interdisciplinary Research, Xidian University, Xi’an 710071, China
XING Mengdao
4 *
Vol. 26, Issue 11, Pages: 2369-2381(2022)
DOI：10.11834/jrs.20210216
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Dynamic ensemble algorithm of SMOTE and rotation forest for imbalanced hyperspectral remote sensing classification

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Dynamic ensemble algorithm of SMOTE and rotation forest for imbalanced hyperspectral remote sensing classification

TONG Yingping

FENG Wei

SONG Yijia

QUAN Yinghui

HUANG Wenjiang

GAO Lianru

ZHU Wentao

XING Mengdao

DOI：10.11834/jrs.20210216

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Figs( 22 ) Tabs( 8 )

References

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