Evolution of software development effort and cost estimation techniques: five decades study using automated text mining approach

A Jadhav, M Kaur, F Akter - Mathematical Problems in …, 2022 - Wiley Online Library
Software development effort and cost estimation (SDECE) is one of the most important tasks
in the field of software engineering. A large number of research papers have been published …

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 …

The expectations of project managers from artificial intelligence: A Delphi study

V Holzmann, D Zitter… - Project Management …, 2022 - journals.sagepub.com
Artificial intelligence (AI) technologies are rapidly developing these days and are expected
to impact the field of project management on multiple levels; however, there remains a high …

Estimating software development efforts using a random forest-based stacked ensemble approach

PV AG, AK K, V Varadarajan - Electronics, 2021 - mdpi.com
Software Project Estimation is a challenging and important activity in developing software
projects. Software Project Estimation includes Software Time Estimation, Software Resource …

A new approach to software effort estimation using different artificial neural network architectures and Taguchi orthogonal arrays

N Rankovic, D Rankovic, M Ivanovic, L Lazic - IEEE access, 2021 - ieeexplore.ieee.org
In this article, two different architectures of Artificial Neural Networks (ANN) are proposed as
an efficient tool for predicting and estimating software effort. Artificial Neural Networks, as a …

Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques

S Kassaymeh, M Alweshah, MA Al-Betar… - Cluster …, 2024 - Springer
In software engineering, the planning and budgeting stages of a software project are of great
importance to all stakeholders, including project managers as well as clients. The estimated …

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 …

Software cost estimation based on dolphin algorithm

AA Fadhil, RGH Alsarraj, AM Altaie - IEEE Access, 2020 - ieeexplore.ieee.org
Accurate Software Effort Estimation is of high importance with regard to Software Project
Management. It can be specified as the process for predicting Effort regarding costs, needed …

An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering

S Kassaymeh, S Abdullah, MA Al-Betar… - Artificial Intelligence …, 2023 - Springer
Scientific communities are still motivated to create novel approaches and methodologies for
early estimation of software project development efforts and testing efforts in soft computing …

Parametric software effort estimation based on optimizing correction factors and multiple linear regression

HLTK Nhung, V Van Hai, R Silhavy, Z Prokopova… - Ieee …, 2021 - ieeexplore.ieee.org
Context: Effort estimation is one of the essential phases that must be accurately predicted in
the early stage of software project development. Currently, solving problems that affect the …