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 …

[HTML][HTML] A Fuzzy AHP-based approach for prioritization of cost overhead factors in agile software development

S Abusaeed, SUR Khan, A Mashkoor - Applied Soft Computing, 2023 - Elsevier
Agile software development (ASD) is a widely-used practical approach for effective project
management that intends to satisfy the client's needs through continuous testing and …

Predicting software effort estimation using machine learning techniques

A BaniMustafa - 2018 8th International Conference on …, 2018 - ieeexplore.ieee.org
In software engineering, estimation plays a vital role in software development. Thus,
affecting its cost and required effort and consequently influencing the overall success of …

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 …

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 …

A pragmatic ensemble learning approach for effective software effort estimation

P Suresh Kumar, HS Behera, J Nayak… - Innovations in Systems and …, 2022 - Springer
The immense increase in software technology has resulted in the convolution of software
projects. Software effort estimation is fundamental to commence any software project and …

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 …

Linear regression model for agile software development effort estimation

A Sharma, N Chaudhary - 2020 5th IEEE International …, 2020 - ieeexplore.ieee.org
Software cost estimation is always an essential task for the development management as it
requires for estimating the effort and the time required for developing the software. A project …

Support vector regression based on grid-search method for agile software effort prediction

A Zakrani, A Najm, A Marzak - 2018 IEEE 5th International …, 2018 - ieeexplore.ieee.org
The existing literature on software development effort estimation is extensive and focuses
particularly on traditional software projects, while few studies have been devoted to agile …