Software cost and effort estimation: Current approaches and future trends

CH Rashid, I Shafi, J Ahmad, EB Thompson… - IEEE …, 2023 - ieeexplore.ieee.org
Software cost and effort estimation is one of the most significant tasks in the area of software
engineering. Research conducted in this field has been evolving with new techniques that …

Neural Networks‐Based Software Development Effort Estimation: A Systematic Literature Review

FE Boujida, FA Amazal, A Idri - Journal of Software: Evolution …, 2024 - Wiley Online Library
Software development effort estimation (SDEE) is a key task in managing software projects.
Among the existing SDEE models, artificial neural networks (ANN) have garnered …

Software Effort Estimation for Improved Decision Making

SMN Sakib - 2022 - cambridge.org
Now a days, software development organizations use machine learning techniques in
different areas to improve decision-making process so that their performance is boosted. In …

An evolutionary ensemble analogy‐based software effort estimation

Z Shahpar, VK Bardsiri… - Software: Practice and …, 2022 - Wiley Online Library
Analogy‐based estimation (ABE) is the most commonly applied method for estimating using
software. Although there are several analogy‐based estimation techniques, there is no …

Automatic Cost Estimation Analysis on Datawarehouse Project with Modified Analogy Based Method

Y Pratama, E Rasywir - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
The approximate cost of software is the success of the project determinant. Before
determining the estimated cost of the software, it must first estimate the effort, because the …

[PDF][PDF] Dragonfly estimator: a hybrid software projects' efforts estimation model using artificial neural network and Dragonfly algorithm

QM Yousef, YA Alshaer… - Int. J. Comput. Sci. Netw …, 2017 - researchgate.net
The estimation of software development efforts has become a crucial activity in software
project management. Due to this significance, a few models have been proposed so far to …

Data mining approach to effort modeling on agile software projects

H Karna, S Gotovac, L Vicković - Informatica, 2020 - informatica.si
Software production is a complex process. Accurate estimation of the effort required to build
the product, regardless of its type and applied methodology, is one of the key problems in …

A differential evolution‐based model to estimate the software services development effort

A Khatibi Bardsiri, SM Hashemi - Journal of Software: Evolution …, 2016 - Wiley Online Library
Accurate estimation of software service development effort is a great challenge both in
industry and for academia. The concept of effort is an important and effective parameter in …

[PDF][PDF] 3LEE: a 3-layer effort estimator for software projects

A Moradbeiky, V Khatibi… - Int. J. Ind. Electron …, 2022 - academia.edu
Software effort estimation is directly related to the development and success of software
project, consequently, this estimation is considered as a major challenge for researchers …

An intelligent model to predict the development time and budget of software projects

A Khatibi Bardsiri - International Journal of Nonlinear Analysis …, 2020 - ijnaa.semnan.ac.ir
Today, software projects are a major part of information and business technology. Estimating
the cost and delivery time of a project is one of the most important aspects of its development …