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A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/01/27
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
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:30/0
  |  
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
Targeted Addresses Identification for Bitcoin with Network Representation Learning
会议论文
中国深圳, July 1-3, 2019
作者:
Jiaqi Liang
;
Linjing Li
;
Weiyun, Chen
;
Daniel, Zeng
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  |  
浏览/下载:61/0
  |  
提交时间:2019/05/10
Bitcoin
Transaction Address
Network Representation Learning
Imbalanced Multi-classification
An ensemble of shapelet-based classifiers on inter-class and intra-class imbalanced multivariate time series at the early stage
期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 15
作者:
He, Guoliang
;
Zhao, Wen
;
Xia, Xuewen
;
Peng, Rong
;
Wu, Xiaoying
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  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Multivariate time series
Early classification
Imbalanced data
Minority oversampling for imbalanced ordinal regression
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: Vol.166, 页码: 140-155
作者:
Zhu, TF
;
Lin, YP
;
Liu, YH
;
Zhang, W
;
Zhang, JM
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/13
Imbalanced classification
Oversampling
Ordinal sample structure
Ordinal regression
Minority oversampling for imbalanced ordinal regression.
期刊论文
Knowledge-Based Systems, 2019, 卷号: Vol.166, 页码: 140-155
作者:
Zhu, Tuanfei
;
Lin, Yaping
;
Liu, Yonghe
;
Zhang, Wei
;
Zhang, Jianming
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  |  
浏览/下载:22/0
  |  
提交时间:2019/12/13
Imbalanced classification
Ordinal regression
Ordinal sample structure
Oversampling
Kernel Modified Optimal Margin Distribution Machine for Imbalanced Data Classification
期刊论文
Pattern Recognition Letters, 2019
作者:
Zhang, XG
;
Wang, DX
;
Zhou, YC
;
Chen, H
;
Cheng, FY
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/17
Margin distribution
Imbalanced data classification
Kernel modification
Balanced detection rate
Generalization performance
A class imbalance-aware Relief algorithm for the classification of tumors using microarray gene expression data.
期刊论文
Computational biology and chemistry, 2019, 卷号: Vol.80, 页码: 121-127
作者:
Yuanyu He
;
Junhai Zhou
;
Yaping Lin
;
Tuanfei Zhu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/17
Feature selection
Imbalanced data classification
Microarray gene expression data
Relief
A class imbalance-aware Relief algorithm for the classification of tumors using microarray gene expression data.
期刊论文
Computational biology and chemistry, 2019, 卷号: Vol.80, 页码: 121-127
作者:
Yuanyu He
;
Junhai Zhou
;
Yaping Lin
;
Tuanfei Zhu
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2019/12/17
Feature selection
Imbalanced data classification
Microarray gene expression data
Relief
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