On the application of search-based techniques for software engineering predictive modeling: A systematic review and future directions

R Malhotra, M Khanna, RR Raje - Swarm and Evolutionary Computation, 2017 - Elsevier
Software engineering predictive modeling involves construction of models, with the help of
software metrics, for estimating quality attributes. Recently, the use of search-based …

Preliminary performance study of a brief review on machine learning techniques for analogy based software effort estimation

KH Kumar, K Srinivas - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Analogy-based effort estimation is the major task of software engineering which estimates
the effort required for new software projects using existing histories for corresponding …

A PSO-based model to increase the accuracy of software development effort estimation

V Khatibi Bardsiri, DNA Jawawi, SZM Hashim… - Software Quality …, 2013 - Springer
Abstract Development effort is one of the most important metrics that must be estimated in
order to design the plan of a project. The uncertainty and complexity of software projects …

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 …

A flexible method to estimate the software development effort based on the classification of projects and localization of comparisons

V Khatibi Bardsiri, DNA Jawawi, SZM Hashim… - Empirical Software …, 2014 - Springer
The estimation of software development effort has been centralized mostly on the accuracy
of estimates through dealing with heterogeneous datasets regardless of the fact that the …

BAFS: binary artificial bee colony based feature selection approach to estimate software development effort

P Manchala, M Bisi, S Agrawal - International Journal of Information …, 2023 - Springer
Abstract During the Software Development Life Cycle (SDLC) process, software effort
estimation models need to determine the effort required to build a project so that resources …

Dynamic selection of fitness function for software change prediction using particle swarm optimization

R Malhotra, M Khanna - Information and Software Technology, 2019 - Elsevier
Context Over the past few years, researchers have been actively searching for an effective
classifier which correctly predicts change prone classes. Though, few researchers have …

An evolutionary morphological approach for software development cost estimation

RA Araújo, ALI Oliveira, S Soares, S Meira - Neural Networks, 2012 - Elsevier
In this work we present an evolutionary morphological approach to solve the software
development cost estimation (SDCE) problem. The proposed approach consists of a hybrid …

[PDF][PDF] A hybrid approach of firefly and genetic algorithms in software cost estimation

I Maleki, L Ebrahimi, FS Gharehchopogh - MAGNT Research Report, 2014 - academia.edu
Precise cost estimation of software projects is an important topic for software companies.
Precise estimation of required efforts, delivery time and project cost are considered as a …

Modeling software effort estimation using hybrid PSO-ANFIS

S Nanda, B Soewito - 2016 International Seminar on …, 2016 - ieeexplore.ieee.org
Accurate estimating software development effort is essential in effective project management
processes such as budgeting, project planning and control. To achieve an accurate estimate …