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 …

Analogy-based software development effort estimation: A systematic mapping and review

A Idri, F azzahra Amazal, A Abran - Information and Software Technology, 2015 - Elsevier
Abstract Context Analogy-based Software development Effort Estimation (ASEE) techniques
have gained considerable attention from the software engineering community. However …

Satin bowerbird optimizer: A new optimization algorithm to optimize ANFIS for software development effort estimation

SHS Moosavi, VK Bardsiri - Engineering Applications of Artificial …, 2017 - Elsevier
Accurate software development effort estimation is crucial to efficient planning of software
projects. Due to complex nature of software projects, development effort estimation has …

An empirical analysis of data preprocessing for machine learning-based software cost estimation

J Huang, YF Li, M Xie - Information and software Technology, 2015 - Elsevier
Context Due to the complex nature of software development process, traditional parametric
models and statistical methods often appear to be inadequate to model the increasingly …

Towards an early software estimation using log-linear regression and a multilayer perceptron model

AB Nassif, D Ho, LF Capretz - Journal of Systems and Software, 2013 - Elsevier
Software estimation is a tedious and daunting task in project management and software
development. Software estimators are notorious in predicting software effort and they have …

Evaluation of estimation in software development using deep learning-modified neural network

N Sreekanth, J Rama Devi, KA Shukla, DK Mohanty… - Applied …, 2023 - Springer
For both clients and developers in the development of software, the effort estimate is vital.
Lower efforts may lead to poorly created processes, low-quality and delayed budgets being …

Improved estimation of software development effort using classical and fuzzy analogy ensembles

A Idri, M Hosni, A Abran - Applied Soft Computing, 2016 - Elsevier
Delivering an accurate estimate of software development effort plays a decisive role in
successful management of a software project. Therefore, several effort estimation …

Estimation of software development effort: A Differential Evolution Approach

P Singal, AC Kumari, P Sharma - Procedia Computer Science, 2020 - Elsevier
Several software effort estimation techniques based on mathematical formulations have
been proposed, however there is little consensus on the best technique for effort estimation …

DABE: Differential evolution in analogy-based software development effort estimation

TR Benala, R Mall - Swarm and Evolutionary Computation, 2018 - Elsevier
Several feature weight optimization techniques have been proposed for similarity functions
in analogy-based estimation (ABE); however, no consensus regarding the method and …

Missing data techniques in analogy-based software development effort estimation

A Idri, I Abnane, A Abran - Journal of Systems and Software, 2016 - Elsevier
Missing Data (MD) is a widespread problem that can affect the ability to use data to construct
effective software development effort prediction systems. This paper investigates the use of …