Machine learning for software engineering: A tertiary study

Z Kotti, R Galanopoulou, D Spinellis - ACM Computing Surveys, 2023 - dl.acm.org
Machine learning (ML) techniques increase the effectiveness of software engineering (SE)
lifecycle activities. We systematically collected, quality-assessed, summarized, and …

Software project management using machine learning technique—A Review

MN Mahdi, MH Mohamed Zabil, AR Ahmad, R Ismail… - Applied Sciences, 2021 - mdpi.com
Project management planning and assessment are of great significance in project
performance activities. Without a realistic and logical plan, it isn't easy to handle project …

A systematic mapping study on machine learning methodologies for requirements management

C Xu, Y Li, B Wang, S Dong - IET Software, 2023 - Wiley Online Library
Requirements management (RM) plays an important role in requirements engineering. The
development of machine learning (ML) is in full swing, and many ML software management …

Role of machine learning in software project management

R Mamatha, KG Suma - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Monitoring and control project work is both critical and challenging. The greatest asset of
any organization is its human resource that ensures the success to achieve the goals and …

[PDF][PDF] AGILE-SCRUM BACKLOG CHANGES OPTIMIZATION IN SOFTWARE ENGINEERING ORGANIZATIONS

A Ghanem - 2022 - repository.najah.edu
Background: software engineering requirements are translation of the product needs or
features requested by customers and stakeholders. Due to the evolution of technologies …

Software Risk Prediction Through the Use of Machine Learning

RT Mahmood, IA Saleh - International Research Journal of …, 2023 - search.proquest.com
Software engineering and data science require strong programming skills. Software
engineering focuses more on construction, functionality, and features, while software risk …

[PDF][PDF] Machine Learning and Deep Learning Analytical Approaches to Assist Software Project Managers: Dashboard

NK Gyamfi, AA Jaharadak, HSA Nawi - researchgate.net
Companies frequently turn to project management systems for advice with the ongoing data
growth caused by stakeholders throughout a product life cycle. The team will be able to …

[PDF][PDF] Predicting Requirements Volatility: An Industry Case Study.

A Holat, A Tosun - SEED/QuASoQ@ APSEC, 2021 - ceur-ws.org
Software requirements are exposed to many changes during their software development life-
cycle. These changes namely additions, modifications or deletions are defined as …