Exclusive use and evaluation of inheritance metrics viability in software fault prediction—an experimental study [PDF]
PeerJ Computer Science, 2021 Software Fault Prediction (SFP) assists in the identification of faulty classes, and software metrics provide us with a mechanism for this purpose. Besides others, metrics addressing inheritance in Object-Oriented (OO) are important as these measure ...
Syed Rashid Aziz +2 more
doaj +4 more sources
Experimental Validation of Inheritance Metrics’ Impact on Software Fault Prediction [PDF]
IEEE Access, 2019 Software faults can cause trivial annoyance to catastrophic failures. Recent work in software fault prediction (SFP) advocates the need for predicting faults before deployment to aid testing process. Object-oriented programming is complex while comparing
Syed Rashid Aziz +2 more
doaj +3 more sources
Inheritance metrics feats in unsupervised learning to classify unlabeled datasets and clusters in fault prediction [PDF]
PeerJ Computer Science, 2021 Fault prediction is a necessity to deliver high-quality software. The absence of training data and mechanism to labeling a cluster faulty or fault-free is a topic of concern in software fault prediction (SFP).
Syed Rashid Aziz +2 more
doaj +2 more sources
Inheritance software metrics on smart contracts [PDF]
Proceedings of the 28th International Conference on Program Comprehension, 2020 Blockchain systems have gained substantial traction recently, partly due to the potential of decentralized immutable mediation of economic activities. Ethereum is a prominent example that has the provision for executing stateful computing scripts known as Smart Contracts.
Sai, Ashish Rajendra +3 more
openaire +2 more sources
Internal Quality Evolution of Open-Source Software Systems
Applied Sciences, 2021 The evolution of software is necessary for the success of software systems. Studying the evolution of software and understanding it is a vocal topic of study in software engineering.
Mamdouh Alenezi
doaj +1 more source
Evaluation of reusability in Aspect Oriented Software using inheritance metrics [PDF]
2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies, 2014 Aspect-Oriented Software Development (AOSD) is a promising methodology for efficiently capturing the cross-cutting functionalities (concerns) as independent units called aspects. Inheritance of classes and aspects play a vital role in defining the units of encapsulation. Hence, it is essential to quantitatively capture the impact of inheritance in AOSD
A, Vinobha +2 more
openaire +2 more sources
A Comprehensive MCDM-Based Approach for Object-Oriented Metrics Selection Problems
Applied Sciences, 2023 Object-oriented programming (OOP) is prone to defects that negatively impact software quality. Detecting defects early in the development process is crucial for ensuring high-quality software, reducing maintenance costs, and increasing customer ...
Mohamed Maddeh +4 more
doaj +1 more source
Efficacy of Inheritance Aspect in Software Fault Prediction—A Survey Paper
IEEE Access, 2020 Software fault prediction (SFP) is a research area that helps development and testing process deliver software of good quality. Software metrics are of various types and are used in SFP for measurements. Inheritance is a prominent feature, which measures
Syed Rashid Aziz +2 more
doaj +1 more source
Class-Level Refactoring Prediction by Ensemble Learning with Various Feature Selection Techniques
Applied Sciences, 2022 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) that needs to be refactored in object-oriented software. Ensemble learning
Rasmita Panigrahi +3 more
doaj +1 more source
Early size estimation of web apps created using codeigniter framework by nonlinear regression models
Радіоелектронні і комп'ютерні системи, 2022 Subject matter: Early software size estimation is one of the project managers' significant problems in evaluating app development efforts because software size is the major determinant of software project effort.
Sergiy Prykhodko +2 more
doaj +1 more source