Proceedings The Eighth International Symposium on Software Reliability Engineering最新文献

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Effect of class testing on the reliability of object-oriented programs 类测试对面向对象程序可靠性的影响
Proceedings The Eighth International Symposium on Software Reliability Engineering Pub Date : 1997-11-02 DOI: 10.1109/ISSRE.1997.630876
Mei-Hwa Chen, H. M. Kao
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引用次数: 14
An example of risk assessment of software systems specifications 软件系统规范的风险评估示例
Proceedings The Eighth International Symposium on Software Reliability Engineering Pub Date : 1997-11-02 DOI: 10.1109/ISSRE.1997.630861
H. Ammar, T. Nikzadeh, J. Dugan
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引用次数: 3
Predicting fault-prone modules with case-based reasoning 使用基于案例的推理预测易出错模块
Proceedings The Eighth International Symposium on Software Reliability Engineering Pub Date : 1997-11-02 DOI: 10.1109/ISSRE.1997.630845
T. Khoshgoftaar, K. Ganesan, E. B. Allen, Fletcher D. Ross, R. Munikoti, N. Goel, A. Nandi
{"title":"Predicting fault-prone modules with case-based reasoning","authors":"T. Khoshgoftaar, K. Ganesan, E. B. Allen, Fletcher D. Ross, R. Munikoti, N. Goel, A. Nandi","doi":"10.1109/ISSRE.1997.630845","DOIUrl":"https://doi.org/10.1109/ISSRE.1997.630845","url":null,"abstract":"Software quality classification models seek to predict quality factors such as whether a module will be fault prone, or not. Case based reasoning (CBR) is a modeling technique that seeks to answer new questions by identifying similar \"cases\" from the past. When applied to software reliability, the working hypothesis of our approach is this: a module currently under development is probably fault prone if a module with similar product and process attributes in an earlier release was fault prone. The contribution of the paper is application of case based reasoning to software quality modeling. To the best of our knowledge, this is the first time that case based reasoning has been used to identify fault prone modules. A case study illustrates our approach and provides evidence that case based reasoning can be the basis for useful software quality classification models that are competitive with discriminant models. The case study revisits data from a previously published nonparametric discriminant analysis study. The Type II misclassification rate of the CBR model was substantially better than that of the discriminant model. Although the Type I misclassification rate was slightly greater and the overall misclassification rate was only slightly less, the CBR model was preferred when costs of misclassification were considered.","PeriodicalId":170184,"journal":{"name":"Proceedings The Eighth International Symposium on Software Reliability Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129411498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 74
Software Reliability Standards - Status And Progress 软件可靠性标准——现状和进展
Proceedings The Eighth International Symposium on Software Reliability Engineering Pub Date : 1900-01-01 DOI: 10.1109/issre.1997.630866
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引用次数: 1
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