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 …

Review and Empirical Analysis of Software Effort Estimation

M Rahman, H Sarwar, MA Kader, T Gonãğalves… - IEEE …, 2024 - ieeexplore.ieee.org
The average software company spends a huge amount of its revenue on Research and
Development (R&D) for how to deliver software on time. Accurate software effort estimation …

Software cost estimation predication using a convolutional neural network and particle swarm optimization algorithm

MM Draz, O Emam, SM Azzam - Scientific Reports, 2024 - nature.com
Over the past decades, the software industry has expanded to include all industries. Since
stakeholders tend to use it to get their work done, software houses seek to estimate the cost …

[HTML][HTML] ANN-based software cost estimation with input from COCOMO: CANN model

CH Rashid, I Shafi, BHA Khattak, M Safran… - Alexandria Engineering …, 2025 - Elsevier
Different project management processes have been used in software engineering to support
managers in kee** project costs manageable. One of the essential processes in software …

[PDF][PDF] Review of existing datasets used for software effort estimation

M Rahman, T Goncalves, H Sarwar - International Journal of …, 2023 - academia.edu
The Software Effort Estimation (SEE) tool calculates an estimate of the amount of work that
will be necessary to effectively finish the project. Managers usually want to know how hard a …

[HTML][HTML] Data-driven models for significant wave height forecasting: Comparative analysis of machine learning techniques

A Durap - Results in Engineering, 2024 - Elsevier
Accurate prediction of significant wave height (SWH) is critical for coastal safety, marine
operations, and disaster management. Traditional numerical models for wave prediction are …

Application of a Size Measurement Standard for Data Warehouse Projects

H Ünlü, OR Yürüm, A Yıldız… - Software: Practice and …, 2024 - Wiley Online Library
Methodology In this research, we conducted a case study to establish a foundation for size
measurement and effort estimation in DWH projects. We first applied a productivity‐based …

Improved Software Effort Estimation Through Machine Learning: Challenges, Applications, and Feature Importance Analysis

PV Terlapu, KK Raju, GK Kumar, GJ Rao… - IEEE …, 2024 - ieeexplore.ieee.org
Effort estimations are a crucial aspect of software development. The tasks should be
completed before the start of any software project. Accurate estimations increase the …

Plant stem disease detection using machine learning approaches

JUM Akbar, SF Kamarulzaman… - 2023 14th International …, 2023 - ieeexplore.ieee.org
The rapid identification of plant stem diseases is crucial for implementing timely intervention
and minimizing crop loss. While previous research has primarily focused on leaf-based …

Comparative analysis of regression techniques for software effort estimation

P Jayadi, KAB Ahmad - 2023 IEEE 8th International …, 2023 - ieeexplore.ieee.org
Software effort estimation (SEE) is an essential aspect of software project management,
influencing resource allocation and development schedules. While there are many …