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 …
Neural Networks‐Based Software Development Effort Estimation: A Systematic Literature Review
Software development effort estimation (SDEE) is a key task in managing software projects.
Among the existing SDEE models, artificial neural networks (ANN) have garnered …
Among the existing SDEE models, artificial neural networks (ANN) have garnered …
Class point approach for software effort estimation using various support vector regression kernel methods
SM Satapathy, SK Rath - Proceedings of the 7th India Software …, 2014 - dl.acm.org
Accurate effort estimation in early stage of software development life cycle is a major
challenge for many software industries. The use of various optimization techniques helps in …
challenge for many software industries. The use of various optimization techniques helps in …
Study of learning techniques for effort estimation in object-oriented software development
S Shukla, S Kumar - IEEE Transactions on Engineering …, 2022 - ieeexplore.ieee.org
Software effort estimation (SEE) is helpful for project managers to decide the cost and effort
needed to complete the project. The techniques used for estimating effort in conventional …
needed to complete the project. The techniques used for estimating effort in conventional …
[HTML][HTML] Enhancing Agile Story Point Estimation: Integrating Deep Learning, Machine Learning, and Natural Language Processing with SBERT and Gradient Boosted …
Advances in software engineering, particularly in Agile software development (ASD),
demand innovative approaches to effort estimation due to the volatility in Agile …
demand innovative approaches to effort estimation due to the volatility in Agile …
Fuzzy-class point approach for software effort estimation using various adaptive regression methods
The effort involved in developing a software product plays an important role in determining
the success or failure. In the context of developing software using object oriented …
the success or failure. In the context of developing software using object oriented …
Class point approach for software effort estimation using soft computing techniques
The estimation of effort involved in developing a software product plays an important role in
determining the success or failure of the product. Project managers require a reliable …
determining the success or failure of the product. Project managers require a reliable …
Effort Estimation of Software products by using UML Sequence models with Regression Analysis
Software product development is an indispensible part of the society we live in. In order to
produce quality products economically, efficiently and within targeted completion date …
produce quality products economically, efficiently and within targeted completion date …
Component Point: A system-level size measure for component-based software systems
T Wijayasiriwardhane, R Lai - Journal of Systems and Software, 2010 - Elsevier
System-level size measures are particularly important in software project management as
tasks such as planning and estimating the cost and schedule of software development can …
tasks such as planning and estimating the cost and schedule of software development can …
Class point approach for software effort estimation using stochastic gradient boosting technique
The success of software development depends on the proper estimation of the effort
required to develop the software. Project managers require a reliable approach for software …
required to develop the software. Project managers require a reliable approach for software …