Ensembling artificial bee colony with analogy-based estimation to improve software development effort prediction

MA Shah, DNA Jawawi, MA Isa, M Younas… - IEEE …, 2020 - ieeexplore.ieee.org
Analogy-Based Estimation (ABE) is one of the promising estimation models used for
predicting the software development effort. Researchers proposed different variants of the …

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] Differential evolution using homeostasis adaption based mutation operator and its application for software cost estimation

SP Singh, VP Singh, AK Mehta - Journal of King Saud University-Computer …, 2021 - Elsevier
Among meta-heuristic algorithms, differential evolution (DE) is one of the most powerful
nature-inspired algorithm used to solve the complex problems in various application areas …

Software cost estimation model based on fuzzy C-means and improved self adaptive differential evolution algorithm

SK Gouda, AK Mehta - International Journal of Information Technology, 2022 - Springer
In the current scenario, one of the main challenges faced by many organizations is to
accurately predict effort and cost estimation during software project development. Inaccurate …

A critical review on effort estimation techniques for service-oriented-architecture-based applications

ZA Siddiqui, K Tyagi - International Journal of Computers and …, 2016 - Taylor & Francis
In the recent past, Service Oriented Architecture (SOA) has become very popular as it allows
legacy systems to remain mostly unchanged and provide functionalities in the form of …

Evaluating filter fuzzy analogy homogenous ensembles for software development effort estimation

M Hosni, A Idri, A Abran - Journal of Software: Evolution and …, 2019 - Wiley Online Library
Researchers have developed and evaluated many techniques to deliver accurate estimates
of the effort required to complete a new software program. Among these, analogy has …

Software cost estimation using homeostasis mutation based differential evolution

SP Singh, A Kumar - … on Intelligent Systems and Control (ISCO), 2017 - ieeexplore.ieee.org
The main concern in the field of software development is estimation of the cost of software at
its initial phase of development. The cost estimation usually depends upon the size of the …

Cost estimation model using enhance-based differential evolution algorithm

SP Singh - Iran Journal of Computer Science, 2020 - Springer
In the present scenario, the cost estimation is one of the challenging problems of software
engineering. The problem of cost estimation has increased in the maintenance phase of …

Gradient boosting optimized through differential evolution for predicting the testing effort of software projects

AJ Sánchez-García, C López-Martín, A Abran - IEEE Access, 2023 - ieeexplore.ieee.org
Software testing (ST) is one of the most important software development life cycle (SDLC)
phases and ST effort is often expressed as a percentage of SDLC effort. Unfortunately, in the …

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 …