Downloads: 17 | Views: 386 | Weekly Hits: ⮙1 | Monthly Hits: ⮙7
Informative Article | Computer Methods in Applied Mechanics and Engineering | India | Volume 11 Issue 7, July 2022 | Popularity: 6.3 / 10
Improving Software Testing and Validation with Machine Learning and Automation
Vamsi Thatikonda
Abstract: Software testing and validation are critical to ensuring software quality, yet they remain largely manual processes. Recent advances in machine learning and automation present new opportunities to improve the efficiency and effectiveness of software testing. This paper provides a review of research from 2021 onward that explores applications of machine learning and intelligent automation to software testing tasks such as test case generation, test oracle creation, test result analysis, and test report generation. Challenges and future directions in this emerging field are also discussed.
Keywords: Software Testing, Validation, Machine Learning, Automation
Edition: Volume 11 Issue 7, July 2022
Pages: 1950 - 1952
DOI: https://www.doi.org/10.21275/SR231208194127
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 12 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Methods in Applied Mechanics and Engineering, India, Volume 12 Issue 8, August 2023
Pages: 1014 - 1018Innovations in the Sneakers Industry and Leveraging Machine Learning Models for Predictions
Tanmay Gautam
Downloads: 101
Research Paper, Computer Methods in Applied Mechanics and Engineering, Malaysia, Volume 8 Issue 10, October 2019
Pages: 1643 - 1645Low Percentage Missing Imputation using KNN, NB and DT
Abdullah Hussein Al-Amoodi
Downloads: 131
Case Studies, Computer Methods in Applied Mechanics and Engineering, Saudi Arabia, Volume 8 Issue 11, November 2019
Pages: 979 - 987Business Process Automation and Re-Engineering Using Bizagi: Case Study on Loan Request Process
Fatimah Alruwaili, Layla Almalki, Dr. Salma Mahgoub