Data-driven effort estimation techniques of agile user stories: a systematic literature review

B Alsaadi, K Saeedi - Artificial Intelligence Review, 2022 - Springer
At an early stage in the development process, a development team must obtain insight into
the software being developed to establish a reliable plan. Thus, the team members should …

A systematic literature review of machine learning estimation approaches in scrum projects

M Arora, S Verma, Kavita, S Chopra - Cognitive Informatics and Soft …, 2020 - Springer
It is inevitable for any successful IT industry not to estimate the effort, cost, and duration of
their projects. As evident by Standish group chaos manifesto that approx. 43% of the …

An efficient ANFIS-EEBAT approach to estimate effort of Scrum projects

M Arora, S Verma, Kavita, M Wozniak, J Shafi… - Scientific Reports, 2022 - nature.com
Software effort estimation is a significant part of software development and project
management. The accuracy of effort estimation and scheduling results determines whether a …

Effort and Cost Estimation Using Decision Tree Techniques and Story Points in Agile Software Development

E Rodríguez Sánchez, EF Vázquez Santacruz… - Mathematics, 2023 - mdpi.com
Early effort estimation is important for efficiently planning the use of resources in an
Information Technology (IT) project. However, limited research has been conducted on the …

[PDF][PDF] Study on agile story point estimation techniques and challenges

RK Mallidi, M Sharma - Int. J. Comput. Appl, 2021 - researchgate.net
ABSTRACT Agile Scrum Estimations are incredibly crucial for planning and managing Agile
Scrum teams. Most of the Agile projects overrun and budgets due to a lack of proper …

Using pbl and agile to teach artificial intelligence to undergraduate computing students

VAM De Barros, HM Paiva, VT Hayashi - IEEE Access, 2023 - ieeexplore.ieee.org
Project-based learning (PBL) is an active learning methodology focused on developing both
soft and hard skills by solving real-world problems. In PBL, teachers act as facilitators while …

A systematic literature review on implementing non-functional requirements in agile software development: Issues and facilitating practices

A Jarzębowicz, P Weichbroth - Lean and Agile Software Development: 5th …, 2021 - Springer
Abstract Agile Software Development methods have become a widespread approach used
by the software industry. Non-functional requirements (NFRs) are often reported to be a …

An intelligent recommender and decision support system (IRDSS) for effective management of software projects

M Hamid, F Zeshan, A Ahmad, F Ahmad… - IEEE …, 2020 - ieeexplore.ieee.org
The management and estimation of agile projects are challenging tasks for software
companies due to their high failure rates. This paper emphasizes how to improve …

A State of the Art Regressor Model's comparison for Effort Estimation of Agile software

M Arora, A Sharma, S Katoch… - 2021 2nd …, 2021 - ieeexplore.ieee.org
Advances and innovations in the field of software engineering are increasing rapidly. This
sensitizes researchers to explore the various cross-cutting concerns incorporated to handle …

A review article on software effort estimation in agile methodology

P Sudarmaningtyas… - Pertanika Journal of …, 2021 - repository.dinamika.ac.id
Currently, Agile software development method has been commonly used in software
development projects, and the success rate is higher than waterfall projects. The effort …