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MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams
期刊论文
NEURAL NETWORKS, 2023, 卷号: 161, 页码: 525-534
作者:
Peng, Xinyu
;
Wang, Fei-Yue
;
Li, Li
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浏览/下载:0/0
  |  
提交时间:2023/11/17
Deep learning
Imbalanced data streams
Sample gradient
Typical samples
Mixup
Mix Contrast for COVID-19 Mild-to-Critical Prediction
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3725-3736
作者:
Zhu, Yongbei
;
Wang, Shuo
;
Wang, Siwen
;
Wu, Qingxia
;
Wang, Liusu
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  |  
浏览/下载:33/0
  |  
提交时间:2021/12/28
COVID-19
Computed tomography
Measurement
Hospitals
Loss measurement
Training
Task analysis
Coronavirus disease 2019 (COVID-19)
contrastive learning
computed tomography
mixup
prognosis
Bi-TLLDA and CSSVM based fault diagnosis of vehicle on-board equipment for high speed railway
期刊论文
MEASUREMENT SCIENCE AND TECHNOLOGY, 2021, 卷号: 32, 期号: 8
作者:
Wei, Wei
;
Zhao, Xiao-qiang
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  |  
浏览/下载:5/0
  |  
提交时间:2021/10/14
fault diagnosis
vehicle on-board equipment
topic model
text classification
Plankton detection with adversarial learning and a densely connected deep learning model for class imbalanced distribution
期刊论文
Journal of Marine Science and Engineering, 2021, 卷号: 9, 期号: 6, 页码: 1-14
作者:
Li Y( 李岩)
;
Guo JH(郭家宏)
;
Guo XM(郭晓敏)
;
Hu ZQ(胡志强)
;
Tian Y(田宇)
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  |  
浏览/下载:2/0
  |  
提交时间:2021/07/06
Adversarial learning
Class imbalanced distribution
Data augmentation
Deep learning
Plankton detection
Multiset Feature Learning for Highly Imbalanced Data Classification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 1, 页码: 139-156
作者:
Jing, Xiao-Yuan
;
Zhang, Xinyu
;
Zhu, Xiaoke
;
Wu, Fei
;
You, Xinge
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浏览/下载:28/0
  |  
提交时间:2021/12/01
Highly imbalanced data classification
multiset feature learning
deep metric learning
generative adversarial network
cost-sensitive factor
weighted uncorrelated constraint
A novel oversampling technique based on the manifold distance for class imbalance learning
期刊论文
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2021, 卷号: 18, 期号: 3, 页码: 131-142
作者:
Guo YN(郭一楠)
;
Jiao BT(焦博韬)
;
Yang LK(杨凌凯)
;
Cheng J(程健)
;
Yang SX(杨圣祥)
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浏览/下载:14/0
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提交时间:2021/12/20
class imbalance learning
oversampling
manifold learning
overlapping
small disjunction
Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method
期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
作者:
Yang, Lin
;
Li, Xinming
;
Shi, Jingjing
;
Shen, Feixue
;
Qi, Feng
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  |  
浏览/下载:15/0
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提交时间:2020/05/19
Conditioned Latin hypercube sampling
Soil mapping
Representativeness
Sample randomness
A Hybrid Data Balancing Method for Classification of Imbalanced Training Data within Google Earth Engine: Case Studies from Mountainous Regions
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 20, 页码: 3301
作者:
Naboureh, Amin
;
Li, Ainong
;
Bian, Jinhu
;
Lei, Guangbin
;
Amani, Meisam
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  |  
浏览/下载:5/0
  |  
提交时间:2020/12/10
class imbalance problem
Google Earth Engine
land cover mapping
mountainous regions
time-series of Landsat
Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation
期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
作者:
Jian Liang
;
Ran He
;
Zhenan Sun
;
Tieniu Tan
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2019/06/10
Unsupervised Domain Adaptation
Domain-invariant Projection
Class-clustering
Sampling-and-fusion
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
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  |  
浏览/下载:0/0
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提交时间:2020/06/16
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