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Evaluating testing strategies for resource related failures in mobile applications 评估移动应用程序中与资源相关的故障的测试策略
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-04-21 DOI: 10.1007/s11219-023-09627-3
Euler Horta Marinho, Fischer Ferreira, J. P. Diniz, Eduardo Figueiredo
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引用次数: 1
Mutta: a novel tool for E2E web mutation testing Mutta：一种新的E2E网络突变测试工具
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-04-17 DOI: 10.1007/s11219-023-09616-6
Maurizio Leotta, Davide Paparella, F. Ricca
{"title":"Mutta: a novel tool for E2E web mutation testing","authors":"Maurizio Leotta, Davide Paparella, F. Ricca","doi":"10.1007/s11219-023-09616-6","DOIUrl":"https://doi.org/10.1007/s11219-023-09616-6","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48366408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine learning application development: practitioners’ insights 机器学习应用开发:实践者的见解
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-30 DOI: 10.1007/s11219-023-09621-9
Md Saidur Rahman, Foutse Khomh, Alaleh Hamidi, Jinghui Cheng, G. Antoniol, H. Washizaki
{"title":"Machine learning application development: practitioners’ insights","authors":"Md Saidur Rahman, Foutse Khomh, Alaleh Hamidi, Jinghui Cheng, G. Antoniol, H. Washizaki","doi":"10.1007/s11219-023-09621-9","DOIUrl":"https://doi.org/10.1007/s11219-023-09621-9","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47186221","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Automatic bug localization using a combination of deep learning and model transformation through node classification 通过节点分类，结合深度学习和模型转换实现错误自动定位
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-24 DOI: 10.1007/s11219-023-09625-5
Leila Yousofvand, Seyfollah Soleimani, V. Rafe
{"title":"Automatic bug localization using a combination of deep learning and model transformation through node classification","authors":"Leila Yousofvand, Seyfollah Soleimani, V. Rafe","doi":"10.1007/s11219-023-09625-5","DOIUrl":"https://doi.org/10.1007/s11219-023-09625-5","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"1 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41358222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization 通过数据转换和参数优化提高eCPDP（早期跨项目缺陷预测）性能的有效方法
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-16 DOI: 10.1007/s11219-023-09624-6
Sunjae Kwon, Duksan Ryu, Jong-Chan Baik
{"title":"An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization","authors":"Sunjae Kwon, Duksan Ryu, Jong-Chan Baik","doi":"10.1007/s11219-023-09624-6","DOIUrl":"https://doi.org/10.1007/s11219-023-09624-6","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":" ","pages":""},"PeriodicalIF":1.9,"publicationDate":"2023-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43511371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Code quality control by bug report classification 按错误报告分类的代码质量控制
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-08 DOI: 10.1007/s11219-023-09623-7
O. Bushehrian, Ziba Ghane
{"title":"Code quality control by bug report classification","authors":"O. Bushehrian, Ziba Ghane","doi":"10.1007/s11219-023-09623-7","DOIUrl":"https://doi.org/10.1007/s11219-023-09623-7","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"31 1","pages":"991 - 1007"},"PeriodicalIF":1.9,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46096621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An empirical evaluation of defect prediction approaches in within-project and cross-project context 项目内和跨项目环境下缺陷预测方法的实证评估
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-04 DOI: 10.1007/s11219-023-09615-7
Nayeem Ahmad Bhat, Sheikh Umar Farooq
{"title":"An empirical evaluation of defect prediction approaches in within-project and cross-project context","authors":"Nayeem Ahmad Bhat, Sheikh Umar Farooq","doi":"10.1007/s11219-023-09615-7","DOIUrl":"https://doi.org/10.1007/s11219-023-09615-7","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"31 1","pages":"917 - 946"},"PeriodicalIF":1.9,"publicationDate":"2023-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43466938","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Assessing the specification of modelling language semantics: a study on UML PSSM 建模语言语义规范的评估——基于UML PSSM的研究
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-01 DOI: 10.1007/s11219-023-09617-5
Márton Elekes, V. Molnár, Zoltán Micskei
{"title":"Assessing the specification of modelling language semantics: a study on UML PSSM","authors":"Márton Elekes, V. Molnár, Zoltán Micskei","doi":"10.1007/s11219-023-09617-5","DOIUrl":"https://doi.org/10.1007/s11219-023-09617-5","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"31 1","pages":"575 - 617"},"PeriodicalIF":1.9,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46298355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system. 因此，SMIRK是安全的:行人自动紧急制动系统中机器学习组件的安全案例
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-03-01 DOI: 10.1007/s11219-022-09613-1
Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam
{"title":"Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system.","authors":"Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam","doi":"10.1007/s11219-022-09613-1","DOIUrl":"10.1007/s11219-022-09613-1","url":null,"abstract":"<p><p>Integration of machine learning (ML) components in critical applications introduces novel challenges for software certification and verification. New safety standards and technical guidelines are under development to support the safety of ML-based systems, e.g., ISO 21448 SOTIF for the automotive domain and the Assurance of Machine Learning for use in Autonomous Systems (AMLAS) framework. SOTIF and AMLAS provide high-level guidance but the details must be chiseled out for each specific case. We initiated a research project with the goal to demonstrate a complete safety case for an ML component in an open automotive system. This paper reports results from an industry-academia collaboration on safety assurance of SMIRK, an ML-based pedestrian automatic emergency braking demonstrator running in an industry-grade simulator. We demonstrate an application of AMLAS on SMIRK for a minimalistic operational design domain, i.e., we share a complete safety case for its integrated ML-based component. Finally, we report lessons learned and provide both SMIRK and the safety case under an open-source license for the research community to reuse.</p>","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"1 1","pages":"1-69"},"PeriodicalIF":1.9,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9975451/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44105897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guest editorial: special issue on emerging challenges in software certification and verification 客座编辑：关于软件认证和验证方面新出现的挑战的特刊
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-02-21 DOI: 10.1007/s11219-023-09618-4
Luigi De Simone, N. Laranjeiro, Domenico Cotroneo
{"title":"Guest editorial: special issue on emerging challenges in software certification and verification","authors":"Luigi De Simone, N. Laranjeiro, Domenico Cotroneo","doi":"10.1007/s11219-023-09618-4","DOIUrl":"https://doi.org/10.1007/s11219-023-09618-4","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":"31 1","pages":"305 - 306"},"PeriodicalIF":1.9,"publicationDate":"2023-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42354258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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