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Dynamic Synthetic Minority Over-Sampling Technique-Based Rotation Forest for the Classification of Imbalanced Hyperspectral Data
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2159-2169
作者:
Feng, Wei
;
Dauphin, Gabriel
;
Huang, Wenjiang
;
Quan, Yinghui
;
Bao, Wenxing
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2020/06/16
ENSEMBLES
SELECTION
SMOTE
Dynamic Synthetic Minority Over-Sampling Technique-Based Rotation Forest for the Classification of Imbalanced Hyperspectral Data
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2159-2169
作者:
Feng, Wei
;
Dauphin, Gabriel
;
Huang, Wenjiang
;
Quan, Yinghui
;
Bao, Wenxing
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2020/11/26
ENSEMBLES
SELECTION
SMOTE
Dynamic Synthetic Minority Over-Sampling Technique-Based Rotation Forest for the Classification of Imbalanced Hyperspectral Data
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 7, 页码: 2159-2169
作者:
Feng, Wei
;
Dauphin, Gabriel
;
Huang, Wenjiang
;
Quan, Yinghui
;
Bao, Wenxing
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/11/26
ENSEMBLES
SELECTION
SMOTE
Sea Ice Classification Using Cryosat-2 Altimeter Data by Optimal Classifier-Feature Assembly
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 1948-1952
作者:
Shen, Xiaoyi
;
Zhang, Jie
;
Zhang, Xi
;
Meng, Junmin
;
Ke, Changqing
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  |  
浏览/下载:3/0
  |  
提交时间:2018/12/07
Altimeter waveform
classification
Cryosat-2 (CS-2)
machine learning
sea ice type
Learning Discriminative Sparse Representations for Hyperspectral Image Classification
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2015, 卷号: 9, 期号: 6, 页码: 1089-1104
作者:
Du, Peijun
;
Xue, Zhaohui
;
Li, Jun
;
Plaza, Antonio
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2016/11/02
Hyperspectral image classification
discriminative sparse representation (DSR)
total variation (TV)
dictionary learning
sparse multinomial logistic regression (SMLR)
Learning Discriminative Sparse Representations for Hyperspectral Image Classification
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2015, 卷号: 9, 期号: 6, 页码: 1089-1104
作者:
Du, Peijun
;
Xue, Zhaohui
;
Li, Jun
;
Plaza, Antonio
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2016/11/02
Hyperspectral image classification
discriminative sparse representation (DSR)
total variation (TV)
dictionary learning
sparse multinomial logistic regression (SMLR)
Behavior-Constrained Support Vector Machines for fMRI Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2010, 卷号: 21, 期号: 10, 页码: 1680-1685
Chen, Danmei
;
Li, Sheng
;
Kourtzi, Zoe
;
Wu, Si
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2012/07/13
Functional magnetic resonance imaging (fMRI)
pattern classification
psychometric function
support vector machine (SVM)
HUMAN VISUAL-CORTEX
PREFRONTAL CORTEX
HUMAN BRAIN
CLASSIFICATION
SHAPES
MODEL
A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue
期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2007, 卷号: 41, 期号: 2, 页码: 15,161-175
作者:
Chen, ZY
;
Li, JP
;
Wei, LW
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2012/11/12
Multiple Kernel Learning
Support Vector Machine
Feature Selection
Rule Extraction
Gene Expression Data
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