Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades
In the software engineering, estimation of the effort, time and cost required for the
development of software projects is an important issue. It is a very difficult task for project …
development of software projects is an important issue. It is a very difficult task for project …
A systematic review of requirements change management
S Jayatilleke, R Lai - Information and Software Technology, 2018 - Elsevier
Context Software requirements are often not set in concrete at the start of a software
development project; and requirements changes become necessary and sometimes …
development project; and requirements changes become necessary and sometimes …
A deep learning model for estimating story points
Although there has been substantial research in software analytics for effort estimation in
traditional software projects, little work has been done for estimation in agile projects …
traditional software projects, little work has been done for estimation in agile projects …
Data-driven effort estimation techniques of agile user stories: a systematic literature review
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 …
the software being developed to establish a reliable plan. Thus, the team members should …
GPT2SP: A transformer-based agile story point estimation approach
M Fu, C Tantithamthavorn - IEEE Transactions on Software …, 2022 - ieeexplore.ieee.org
Story point estimation is a task to estimate the overall effort required to fully implement a
product backlog item. Various estimation approaches (eg, Planning Poker, Analogy, and …
product backlog item. Various estimation approaches (eg, Planning Poker, Analogy, and …
Intelligent software engineering in the context of agile software development: A systematic literature review
Abstract CONTEXT: Intelligent Software Engineering (ISE) refers to the application of
intelligent techniques to software engineering. We define an “intelligent technique” as a …
intelligent techniques to software engineering. We define an “intelligent technique” as a …
An efficient ANFIS-EEBAT approach to estimate effort of Scrum projects
Software effort estimation is a significant part of software development and project
management. The accuracy of effort estimation and scheduling results determines whether a …
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 …
Information Technology (IT) project. However, limited research has been conducted on the …
A systematic literature review of machine learning estimation approaches in scrum projects
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 …
their projects. As evident by Standish group chaos manifesto that approx. 43% of the …
Effort estimation in agile software development using experimental validation of neural network models
S Bilgaiyan, S Mishra, M Das - International Journal of Information …, 2019 - Springer
Frequent requirement changes are a major point of concern in today's scenario. As a
solution to such issues, agile software development (ASD) has efficiently replaced the …
solution to such issues, agile software development (ASD) has efficiently replaced the …