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 …

CoBRA without experts: New paradigm for software development effort estimation using COCOMO metrics

E Feizpour, H Tahayori, A Sami - Journal of Software: Evolution …, 2023 - Wiley Online Library
Software development effort estimation (SDEE) is a critical activity in developing software.
Accurate effort estimation in the early phases of software design life cycle has important …

[HTML][HTML] Reliable machine learning models for estimating effective software development efforts: a comparative analysis

A Jadhav, SK Shandilya - Journal of Engineering Research, 2023 - Elsevier
Effort estimation in the software industry is recognized as one of the most critical activities for
the success of the overall solution delivery in the software development process. Software …

Software effort estimation using synthetic minority over-sampling technique for regression (SMOTER)

M Jawa, S Meena - 2022 3rd International Conference for …, 2022 - ieeexplore.ieee.org
Estimating the effort of a software project is one of the initial steps in software project
development. Effort estimation is a practice of estimating how much effort will be necessary …

An Empirical Study on Small-Sized Datasets Based on Eubank's Optimal Spacing Theorem

S Abedu, S Mensah, F Boafo - SN Computer Science, 2025 - Springer
Conventional machine learning methods for software effort estimation (SEE) have seen an
increase in research interest. Conversely, there are few research that try to evaluate how …

Towards effective feature selection in estimating software effort using machine learning

A Jadhav, S Kumar Shandilya - Journal of Software: Evolution …, 2024 - Wiley Online Library
Software effort estimation is a vital process in the software industry for successfully
administering 5Ds of the software development life cycle (SDLC). The 5Ds stand for …

[PDF][PDF] Application of Chaotic Increasing Linear Inertia Weight and Diversity Improved Particle Swarm Optimization to Predict Accurate Software Cost Estimation

V Venkataiah, M Nagaratna… - Int. J. Electr. Electron …, 2022 - ijeer.forexjournal.co.in
░ ABSTRACT-Nowadays usage of software products is increases exponential in different
areas in society, accordingly, the development of software products as well increases by the …

[PDF][PDF] A Hybrid Machine Learning Method for Estimating Software Project Cost

BO Akumba, I Agaji, NBE Ogalla - researchgate.net
This paper introduced the concept of a hybrid machine learning method for estimating
software project cost. The literature review of some of the models commonly used in the …

[PDF][PDF] Analysis of Machine Learning Techniques Used In Software Cost Estimation-A Review

BO Akumba, N Blamah, I Agaji, E Ogala - researchgate.net
Software project cost estimation (SCE) is the process of predicting the total cost needed to
develop a software system. The prediction of software project costs and efforts are …

[PDF][PDF] Software development projects: A process of collecting and marking data

АА Буравов, МА Хамада - … ЖУРНАЛ ИНФОРМАЦИОННЫХ И …, 2020 - journal.iitu.edu.kz
During the recent years, software projects have tendency to be more complicated and
sophisticated. Project Effort and timing preliminary estimation has low accuracy and IT …