A random forest model for early-stage software effort estimation for the SEERA dataset

EI Mustafa, R Osman - Information and Software Technology, 2024 - Elsevier
Context Publicly available software cost estimation datasets are outdated and may not
represent current industrial environments. Thus most research has concentrated on the …

Prediction of software effort by using non-linear power regression for heterogeneous projects based on use case points and lines of code

A Sharma, N Chaudhary - Procedia Computer Science, 2023 - Elsevier
Software cost estimation is necessary for all software organizations for contract negotiation.
Numerous researchers have worked over the last four decades to provide estimation …

[PDF][PDF] Analysis of software effort estimation based on Story Point and lines of code using machine learning

A Sharma, N Chaudhary - Int. J. Com. Dig. Sys, 2022 - academia.edu
Estimating the software work is a crucial job of persons participating in software project
management. The difficulty in predicting effort is compounded by the fact that software …

The combined model for software development effort estimation using polynomial regression for heterogeneous projects

A Sharma, N Chaudhary - Radioelectronic and computer systems, 2022 - nti.khai.edu
Subject matter: Estimating the software work is a crucial job of persons participating in
software project management. The difficulty in predicting effort is compounded by the fact …

[PDF][PDF] Weight optimization based on firefly algorithm for analogy-based effort estimation

AJ AlMutlaq, DNA Jawawi, AFB Arbain - International Journal of …, 2023 - eprints.utm.my
Proper cost estimation is one of the vital tasks that must be achieved for software project
development. Owing to the complexity and uncertainties of the software development …

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

A Moradbeiky, V Khatibi… - International Journal of …, 2022 - ieco.usb.ac.ir
Managing software projects due to its intangible nature is full of challenges when predicting
the effort needed for development. Accordingly, there exist many studies with the attempt to …

FEEM: A Flexible Model based on Artificial Intelligence for Software Effort Estimation

A Moradbeiky - Journal of AI and Data Mining, 2023 - jad.shahroodut.ac.ir
Managing software projects due to its intangible nature is full of challenges when predicting
the effort needed for development. Accordingly, there exist many studies with the attempt to …

Optimizing complexity weight parameter of use case points estimation using particle swarm optimization

R Ferdiana, AE Permanasari - International Journal of …, 2022 - search.proquest.com
Among algorithmic-based frameworks for software development effort estimation, Use Case
Points I s one of the most used. Use Case Points is a well-known estimation framework …

Optimization of use case point through the use of metaheuristic algorithm in estimating software effort.

MI Zulfa, A Tarmuji, FH Jabbar - International Journal of …, 2024 - search.ebscohost.com
Abstract Use Case Points estimation framework relies on the complexity weight parameters
to estimate software development projects. However, due to the discontinue parameters, it …

Enhancing Analogy-based Software Cost Estimation using Gray Wolf Optimization Algorithm

TJ Gandomani, S Ansaripour, M Dashti - 2024 - researchsquare.com
Human effort is considered one of the most important factors for a better estimation of
software development costs. Therefore, the cost of software product development is usually …