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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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软件研究所 [2]
长春光学精密机械与物... [1]
自动化研究所 [1]
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OAI收割 [4]
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会议论文 [2]
期刊论文 [2]
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2020 [1]
2010 [1]
2009 [2]
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Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
期刊论文
OAI收割
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:
Yu, Xiao
;
Liu, Jin
;
Keung, Jacky Wai
;
Li, Qing
;
Bennin, Kwabena Ebo
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2020/06/02
Support vector machines
Software
Prediction algorithms
Predictive models
Testing
Software algorithms
Computer science
Cost-sensitive learning
data imbalance
ranking-oriented defect prediction (RODP)
Research on software defect prediction based on data mining (EI CONFERENCE)
会议论文
OAI收割
2nd International Conference on Computer and Automation Engineering, ICCAE 2010, February 26, 2010 - February 28, 2010, Singapore, Singapore
作者:
Chen Y.
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2013/03/25
As the development of computer technology
software system becomes more and more complicated. Because of human's ability limit
there must be a lot of defects generated in the software development life cycle. This paper reviewed the state of art in the field of software defect management and prediction
and presented data mining technology briefly. Finally
proposed an ideal software defect management and prediction system
researched and analyzed several software defect prediction methods based on data mining techniques and specific models (Bayesian Network and PRM). With this system
we can efficiently draw up some prevention and solution scheme to guide the development of new software. 2010 IEEE.
predicting fault-prone modules: a comparative study
期刊论文
OAI收割
Springer Verlag, 2009, 卷号: 35 Monograph title:Software Engineering Approaches for Offshore and Outsourced Development: Third International Conference, SEAFOOD 2009, Proceedings, 页码: 45-59
Jia Hao
;
Shu Fengdi
;
Yang Ye
;
Wang Qing
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2010/08/23
OBJECT-ORIENTED DESIGN
SOFTWARE DEFECT PREDICTION
STATIC CODE ATTRIBUTES
EMPIRICAL-ANALYSIS
METRICS
MODELS
a dynamic model to handle defect-oriented processes
会议论文
OAI收割
Conference on Systems Science, Management Science and System Dynamics, Shanghai, PEOPLES R CHINA, MAY 29-31,
Wu Shujian
;
Li Mingshu
;
Yang Ye
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2011/03/20
Software defect prediction
Defect removal efficiency
System Dynamics
Defect introduction and removal process