A systematic literature review of machine learning techniques for software maintainability prediction
Context Software maintainability is one of the fundamental quality attributes of software
engineering. The accurate prediction of software maintainability is a significant challenge for …
engineering. The accurate prediction of software maintainability is a significant challenge for …
A systematic literature review of soft computing techniques for software maintainability prediction: State-of-the-art, challenges and future directions
G Yenduri, TR Gadekallu - arXiv preprint arXiv:2209.10131, 2022 - arxiv.org
The software is changing rapidly with the invention of advanced technologies and
methodologies. The ability to rapidly and successfully upgrade software in response to …
methodologies. The ability to rapidly and successfully upgrade software in response to …
On the application of search-based techniques for software engineering predictive modeling: A systematic review and future directions
Software engineering predictive modeling involves construction of models, with the help of
software metrics, for estimating quality attributes. Recently, the use of search-based …
software metrics, for estimating quality attributes. Recently, the use of search-based …
Firefly-based maintainability prediction for enhancing quality of software
G Yenduri, TR Gadekallu - International Journal of Uncertainty …, 2021 - World Scientific
In a broad spectrum, software metrics play a vital role in attribute assessment, which
successively moves software projects. The metrics measure gives many crucial facets of the …
successively moves software projects. The metrics measure gives many crucial facets of the …
Machine learning techniques for software maintainability prediction: Accuracy analysis
Maintaining software once implemented on the end-user side is laborious and, over its
lifetime, is most often considerably more expensive than the initial software development …
lifetime, is most often considerably more expensive than the initial software development …
A review on soft computing approaches for predicting maintainability of software: State‐of‐the‐art, technical challenges, and future directions
G Yenduri, TR Gadekallu - Expert Systems, 2023 - Wiley Online Library
The software is changing rapidly with the invention of advanced technologies and
methodologies. The ability to rapidly and successfully upgrade software in response to …
methodologies. The ability to rapidly and successfully upgrade software in response to …
Software maintainability prediction using hybrid neural network and fuzzy logic approach with parallel computing concept
In present day scenario, majority of software companies use object-oriented concept to
develop software systems as it enables effective design, development, testing and …
develop software systems as it enables effective design, development, testing and …
Class-level refactoring prediction by ensemble learning with various feature selection techniques
Background: Refactoring is changing a software system without affecting the software
functionality. The current researchers aim i to identify the appropriate method (s) or class (s) …
functionality. The current researchers aim i to identify the appropriate method (s) or class (s) …
Application of metaheuristic techniques in software quality prediction: a systematic mapping study
This paper focuses on the systematic review of various metaheuristic techniques employed
for analysing different software quality aspects, including fault proneness, defect …
for analysing different software quality aspects, including fault proneness, defect …
Defining a software maintainability dataset: collecting, aggregating and analysing expert evaluations of software maintainability
M Schnappinger, A Fietzke… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Before controlling the quality of software systems, we need to assess it. In the case of
maintainability, this often happens with manual expert reviews. Current automatic …
maintainability, this often happens with manual expert reviews. Current automatic …