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] 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 software-based cost estimation technique in scrum using a developer's expertise

SA Butt, A Khalid, T Ercan, PP Ariza-Colpas… - … in Engineering Software, 2022 - Elsevier
Background Scrum methodology is the most useful and adopted part of the agile
methodology. Many organizations are adopting Scrum for the last decade to meet their …

[HTML][HTML] 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 …

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 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 …

Extended planning poker: A proposed model

P Sudarmaningtyas… - 2020 7th international …, 2020 - ieeexplore.ieee.org
Agile is the leading type of software development methodology and have a higher chance of
success than non-agile projects. Collaborative and cooperative are characteristic of the …

A Systematic Literature Review on Reasons and Approaches for Accurate Effort Estimations in Agile

J Pasuksmit, P Thongtanunam… - ACM Computing …, 2024 - dl.acm.org
Background: Accurate effort estimation is crucial for planning in Agile iterative development.
Agile estimation generally relies on consensus-based methods like planning poker, which …

SE3M: A model for software effort estimation using pre-trained embedding models

EMDB Fávero, D Casanova, AR Pimentel - Information and Software …, 2022 - Elsevier
Context: Software effort estimation from requirements texts, presents many challenges,
mainly in getting viable features to infer effort. The most recent Natural Language …