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科研机构
武汉大学 [12]
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期刊论文 [8]
其他 [3]
会议论文 [1]
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2019 [2]
2018 [2]
2017 [4]
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专题:武汉大学
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Malicious web domain identification using online credibility and performance data by considering the class imbalance issue
期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2019, 卷号: 119, 期号: 3
作者:
Hu, Zhongyi
;
Chiong, Raymond
;
Pranata, Ilung
;
Bao, Yukun
;
Lin, Yuqing
收藏
  |  
浏览/下载:124/0
  |  
提交时间:2019/12/05
Particle swarm optimization
Imbalance class distribution
Malicious web domain
Synthetic minority oversampling technique
Online data
Credibility and performance
Information security
Internet users
Heterogeneous defect prediction with two-stage ensemble learning
期刊论文
AUTOMATED SOFTWARE ENGINEERING, 2019, 卷号: 26, 期号: 3
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Zhu, Xiaoke
;
Zhang, Hongyu
;
Xu, Baowen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/05
Heterogeneous defect prediction
Two-stage ensemble learning
Linear inseparability
Multiple kernel learning
Class imbalance
Data sampling
Domain adaptation
Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction
期刊论文
AUTOMATED SOFTWARE ENGINEERING, 2018, 卷号: 25, 期号: 2
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Wu, Fei
;
Zhu, Xiaoke
;
Xu, Baowen
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Heterogeneous defect prediction
Kernel canonical correlation analysis
Class imbalance
Transfer learning
Cost-sensitive learning
Heterogeneous fault prediction with cost-sensitive domain adaptation
期刊论文
SOFTWARE TESTING VERIFICATION & RELIABILITY, 2018, 卷号: 28, 期号: 2
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Zhu, Xiaoke
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/05
cost-sensitive learning
class imbalance
heterogeneous domain adaptation
heterogeneous fault prediction
mixed project
software quality assurance
An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems
期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2017, 卷号: 43, 期号: 4
作者:
Jing, Xiao-Yuan
;
Wu, Fei
;
Dong, Xiwei
;
Xu, Baowen
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Software defect prediction (SDP)
within-project class-imbalance
cross-project class-imbalance
improved subclass discriminant analysis (ISDA)
ISDA based defect prediction framework
Heterogeneous Defect Prediction through Multiple Kernel Learning and Ensemble Learning
其他
2017-01-01
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Zhu, Xiaoke
;
Zhang, Hongyu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
heterogeneous defect prediction
kernel correlation alignment
multiple kernel learning
ensemble learning
linearly inseparable
class imbalance
Heterogeneous Defect Prediction through Multiple Kernel Learning and Ensemble Learning
其他
2017-01-01
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Zhu, Xiaoke
;
Zhang, Hongyu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
heterogeneous defect prediction
kernel correlation alignment
multiple kernel learning
ensemble learning
linearly inseparable
class imbalance
Heterogeneous Defect Prediction through Multiple Kernel Learning and Ensemble Learning
其他
2017-01-01
作者:
Li, Zhiqiang
;
Jing, Xiao-Yuan
;
Zhu, Xiaoke
;
Zhang, Hongyu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
heterogeneous defect prediction
kernel correlation alignment
multiple kernel learning
ensemble learning
linearly inseparable
class imbalance
Exploiting Correlation Subspace to Predict Heterogeneous Cross-Project Defects
期刊论文
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2016, 卷号: 26, 期号: 9-10
作者:
Cheng, Ming
;
Wu, Guoqing
;
Wan, Hongyan
;
You, Guoan
;
Yuan, Mengting
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/05
Defect prediction
heterogeneous metrics
class imbalance
canonical correlation analysis
support vector machine
Class-imbalance Learning based Discriminant Analysis
会议论文
作者:
Jing, Xiaoyuan
;
Lan, Chao
;
Li, Min
;
Yao, Yongfang
;
Zhang, David
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/05
class balanced discrimination (CBD)
orthogonal CBD (OCBD)
class-imbalance learning
discriminant analysis
image feature extraction and recognition
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