Applying Cost-Sensitive Learning to Mitigate the Effect of Class Imbalance for Deep Learning-Based Fault Localization.

Συγγραφείς: Yan, Yue^1,2 (AUTHOR) yanyue@sdust.edu.cn, Jiang, Shujuan³ (AUTHOR) shjjiang@cumt.edu.cn, Zhang, Yanmei³ (AUTHOR), Zhang, Cheng⁴ (AUTHOR), Sun, Yiru¹ (AUTHOR)

Πηγή: International Journal of Software Engineering & Knowledge Engineering. Sep2026, p1-34. 34p. 2 Illustrations.

Θεματικοί όροι: Computer software testing, Fault diagnosis, Machine learning, Deep learning

Optimizing Context and Cost in LLM‐Based Unit Test Generation: A Study on External Dependency Retrieval Strategies.

Συγγραφείς: Ferrer, Javier¹ (AUTHOR) jferrer@uma.es, Chicano, Francisco¹ (AUTHOR)

Πηγή: Expert Systems. Oct2026, Vol. 43 Issue 10, p1-21. 21p.

Θεματικοί όροι: *Mathematical optimization, Prompt engineering, Computer software testing

Automatic test suite generation using bat algorithm.

Συγγραφείς: Malhotra, Ruchika¹ (AUTHOR), Pandey, Shivani^1,2 (AUTHOR) shivanipnd459@gmail.com

Πηγή: Intelligent Data Analysis. Sep2026, Vol. 30 Issue 5, p1392-1410. 19p.

Θεματικοί όροι: *Mathematical optimization, Metaheuristic algorithms, Computer software testing, Particle swarm optimization, Genetic algorithms

A comprehensive review on code clone detection techniques.

Συγγραφείς: Chatley, Geetika¹ (AUTHOR) Geetikachatley@gmail.com, Kaur, Amandeep¹ (AUTHOR) Amandeep1426@sggswu.edu.in

Πηγή: AIP Conference Proceedings. 2026, Vol. 3202 Issue 1, p1-8. 8p.

Θεματικοί όροι: *Computer software testing, *Computer software development, *Defect tracking (Computer software development), *Computer software security, *Software failures

Test case generation and prioritization from UML: A review.

Συγγραφείς: Ulhas, Shinde Sangramsinh¹ (AUTHOR) shindesangramsinh96@gmail.com, Singh, Balraj¹ (AUTHOR) balraj.13075@lpu.co.in

Πηγή: AIP Conference Proceedings. 2026, Vol. 3202 Issue 1, p1-10. 10p.

Θεματικοί όροι: *Computer software testing, *Modeling languages (Computer science), *Software maintenance, *Computer software development, *Quality assurance

Setting the Stage: The importance of carefully choosing factors and levels to create a resilient situational framework.

Συγγραφείς: Holm, Ken¹

Πηγή: Quality Progress. May2026, Vol. 59 Issue 5, p28-35. 8p.

Θεματικοί όροι: Computer software testing, Orthogonal arrays, Independent variables

Symetra: Visual Analytics for the Parameter Tuning Process of Symbolic Execution Engines.

Συγγραφείς: Hong, D.¹ (AUTHOR), Kim, M.¹ (AUTHOR), Cha, S.¹ (AUTHOR), Jo, J.¹ (AUTHOR)

Πηγή: Computer Graphics Forum. Jun2026, p1. 12p. 5 Illustrations.

Θεματικοί όροι: *Mathematical optimization, Visual analytics, Computer software testing, User-centered system design

GPT‐Monkey: Enhancing Automated GUI Testing for Android Apps via LLM‐Driven Interface Understanding and Function Segmentation.

Συγγραφείς: Yuan, Zhanhui¹ (AUTHOR), Chen, Kai² (AUTHOR) chenkai@iie.ac.cn, Yang, Zhi¹ (AUTHOR), Jiang, Dongxue³ (AUTHOR), Tan, Jinglei¹ (AUTHOR), Zhang, Hongqi¹ (AUTHOR), Marchetto, Alessandro (AUTHOR) alessandro.marchetto@unitn.it

Πηγή: IET Software (Wiley-Blackwell). 6/4/2026, Vol. 2026, p1-29. 29p.

Θεματικοί όροι: *Defect tracking (Computer software development), *Computer software quality control, Computer software testing, Parameterization, Language models, Mobile apps

Reviews & Products: Android (Operating system)

Agentic AI-Based Automated Test Case Generation and Execution: A Survey.

Συγγραφείς: Haware, Srushti¹ srushtihaware16@gmail.com, Inamdar, Janhavi¹ janhavinawork@gmail.com, Hiremath, Sakshi¹ sakshihiremath97@gmail.com, Shah, Shweta¹ sshah@ms.pict.edu, Sanap, Sharayu¹ sharayussanap@gmail.com

Πηγή: International Scientific Journal of Engineering & Management. Jun2026, Vol. 5 Issue 6, p1-5. 5p.

Θεματικοί όροι: *Intelligent agents, *Quality assurance, Computer software testing, Multiagent systems, Deep learning, Language models

From Pareto to Neural: A Mathematical Survey of Multi-Objective Optimization Algorithms—With Applications to Software Testing.

Συγγραφείς: Zheng, Xufan¹ (AUTHOR) 2023014561@nwsuaf.edu.cn, Rasheed, Waqas² (AUTHOR)

Πηγή: Mathematics (2227-7390). Aug2026, Vol. 14 Issue 15, p2694. 26p.

Θεματικοί όροι: *Multi-objective optimization, *Computer software testing, *Evolutionary algorithms, *Reinforcement learning, *Language models, *Pareto optimum, *Artificial neural networks

Test case generation using large language models: a systematic literature review.

Συγγραφείς: Tasarsu, Murat¹ (AUTHOR) 2100003325@stu.iku.edu.tr, Tokmak, Ahmet Vedat¹ (AUTHOR) 2000005655@stu.iku.edu.tr, Catal, Cagatay² (AUTHOR) ccatal@qu.edu.qa

Πηγή: Cluster Computing. Aug2026, Vol. 29 Issue 4, p1-16. 16p.

Θεματικοί όροι: *Language models, *Computer software testing, *Computer software quality control, *Software validation, *Software engineering

Software testing, verification & reliability.

Additional Titles: Software testing, verification and reliability
STVR
Software

Θέματα: Computer software Periodicals. Testing, Computer software Periodicals. Verification, Computer software Periodicals. Reliability, Logiciels Périodiques. Essais, Logiciels Périodiques. Vérification, Logiciels Périodiques. Fiabilité, Computer software Reliability., Computer software Testing., Computer software Verification., Programari., Auditoria informàtica.

Όροι ευρετηρίου: Computing, mathematics and information systems, Electronic journals., Periodicals., Periodicals., Revistes electròniques.

Σύνδεσμος: http://www.intute.ac.uk/sciences/cgi-bin/fullrecord.pl?handle=lesa.1013705225
http://www3.interscience.wiley.com/cgi-bin/jhome/13635
http://onlinelibrary.wiley.com/journal/10.1002/%28ISSN%291099-1689
https://onlinelibrary.wiley.com/journal/10991689

A survey paper on automation of functional testing.

Συγγραφείς: Peter, J. Selvin Paul¹ (AUTHOR) selvinpj@srmist.edu.in, Esther, B. Priya² (AUTHOR) priyab@srmist.edu.in, Chatterjee, Srishti¹ (AUTHOR) ss2662@srmist.edu.in, Shivansh¹ (AUTHOR) sa3758@srmist.edu.in, Verma, Shikha³ (AUTHOR)

Πηγή: AIP Conference Proceedings. 2026, Vol. 3414 Issue 1, p1-4. 4p.

Θεματικοί όροι: *Computer software testing, *Computer software quality control, *Automation software, *Computer software development

Documentation quality for effective and reusable test cases: An expert's perspective.

Συγγραφείς: Barraood, Samera Obaid^1,2 (AUTHOR) s.barraood@hu.edu.ye, SarkinTudu, Shehu M.³ (AUTHOR) shehu.studu@ssu.edu.ng, Mohd, Haslina⁴ (AUTHOR) haslina@uum.edu.my, Baharom, Fauziah⁴ (AUTHOR) fauziah@uum.edu.ye, Almogahed, Abdullah⁵ (AUTHOR) abdullah.almogahed@outlook.com, Al-Dyani, Wafa Zubair¹ (AUTHOR) wafa.zbair@hu.edu.ye

Πηγή: AIP Conference Proceedings. 2026, Vol. 3407 Issue 1, p1-9. 9p.

Θεματικοί όροι: *Agile software development, *Computer software testing, *Computer software quality control

Covariate Software Defect Discovery Models to Explicitly Characterize Changepoints.

Συγγραφείς: Steakelum, Joshua¹ (AUTHOR) jsteakelum@umassd.edu, Nagaraju, Vidhyashree² (AUTHOR) vidhyashreenagaraju@gmail.com, Shi, Ying³ (AUTHOR) ying.shi@nasa.gov, Fiondella, Lance¹ (AUTHOR) lfiondella@umassd.edu

Πηγή: International Journal of Reliability, Quality & Safety Engineering. Apr2026, Vol. 33 Issue 2, p1-30. 30p.

Θεματικοί όροι: *Defect tracking (Computer software development), *Software reliability, Change-point problems, Computer software testing, Prediction models, Optimization algorithms, Software measurement

Combinatorial Test Sequence Generation Method Integrated with STPA.

Συγγραφείς: Xu, Heng¹ (AUTHOR) hengxu@nuaa.edu.cn, Huang, Zhiqiu¹ (AUTHOR) zqhuang@nuaa.edu.cn, Tao, Chuanqi¹ (AUTHOR) taochuanqi@nuaa.edu.cn, Xie, Jian¹ (AUTHOR) xiejian_5@nuaa.edu.cn, Hu, Jun¹ (AUTHOR) hujun@nuaa.edu.cn

Πηγή: International Journal of Software Engineering & Knowledge Engineering. Mar2026, Vol. 36 Issue 3, p403-429. 27p.

Θεματικοί όροι: *Computer software, *Systems theory, Safety, Computer software testing, Dynamic testing

LeF‐MTP: Prioritizing GNN Test Cases by Fusing Model Uncertainty and Feature‐Space Confusability.

Συγγραφείς: Su, Qingran¹ (AUTHOR), Li, Xingze² (AUTHOR), Ren, Yuming² (AUTHOR), Fu, Bing² (AUTHOR), Hu, Chunming² (AUTHOR), Yin, Yongfeng² (AUTHOR) yyf@buaa.edu.cn

Πηγή: Computational Intelligence. Feb2026, Vol. 42 Issue 1, p1-17. 17p.

Θεματικοί όροι: Graph neural networks, Computer software testing, Computer vision, Fault diagnosis, Random forest algorithms, Epistemic uncertainty

Proximity‐Based Filtering: An Improved Adaptive Random Testing Approach Based on Orthogonal Bisections and Imaginary Offsets.

Συγγραφείς: Ackah-Arthur, Hilary^1,2 (AUTHOR), Chen, Jinfu^1,3 (AUTHOR) jinfuchen@ujs.edu.cn, Towey, Dave⁴ (AUTHOR), Xi, Jiaxiang^1,3 (AUTHOR), Omari, Michael^1,2 (AUTHOR), Chen, Haibo^1,3 (AUTHOR), Górski, Tomasz (AUTHOR) tomasz.gorski@ieee.org

Πηγή: IET Software (Wiley-Blackwell). 3/1/2026, Vol. 2026, p1-30. 30p.

Θεματικοί όροι: Computer software testing, Recursive partitioning, Debugging

Apple's Latest Attempt to Launch the New Siri Runs Into Snags.

Συγγραφείς: Gurman, Mark (AUTHOR)

Πηγή: Bloomberg.com. 2/11/2026, pN.PAG-N.PAG. 1p.

Θεματικοί όροι: *User interfaces, *Artificial intelligence, Intelligent personal assistants, Computer software testing, Apple computers, Software maintenance, Data integration

Εταιρία/Οντότητα: Apple Inc. AAPL

Startup Antithesis turns years of real-world chaos into hours of simulated mayhem—and key trading firms and crypto networks are paying close attention.

Συγγραφείς: Lazarus, Lily Mae (AUTHOR)

Πηγή: Fortune.com. 3/24/2026, pN.PAG-N.PAG. 1p.

Θεματικοί όροι: *Network failures (Telecommunication), *Research funding, *Software reliability, *Cryptocurrencies, Computer software testing, Computer simulation, Automation software