Software bug severity and priority prediction using SMOTE and intuitionistic fuzzy similarity measure

RR Panda, NK Nagwani - Applied Soft Computing, 2024 - Elsevier
A software bug tracking system receives several bug reports in a rapid manner during the
maintenance of software. In order to fix the important and urgent bugs, the triager has to …

Test case prioritization—ANT algorithm with faults severity

A Vescan, CM Pintea, PC Pop - Logic Journal of the IGPL, 2022 - academic.oup.com
Regression testing is applied whenever a code changes, ensuring that the modifications
fixed the fault and no other faults are introduced. Due to a large number of test cases to be …

Graph Neural Network vs. Large Language Model: A Comparative Analysis for Bug Report Priority and Severity Prediction

J Acharya, G Ginde - Proceedings of the 20th International Conference …, 2024 - dl.acm.org
A vast number of incoming bug reports demand effective methods to identify priority and
severity for bug triaging. With increased technological advancement, machine learning and …

Software reliability prediction using package level modularization metrics

C Şerban, M Shaikh - Procedia Computer Science, 2020 - Elsevier
Reliability ensures architectural strength and error free operations of software systems.
Software design and architectural measures have been studied as key indicators of faults in …

Towards a Reliability Prediction Model based on Internal Structure and Post-Release Defects Using Neural Networks

A Vescan, S Camelia, AD Budur - Proceedings of the 25th International …, 2021 - dl.acm.org
Reliability is one of the most important quality attributes of a software system, addressing the
system's ability to perform the required functionalities under stated conditions, for a stated …

Investigation of process capability of plywood surface veneer quality in Eucalyptus plywood factory: the case of Debre-Berhan wood processing PLC.

Z Getachew - 2024 - ir.bdu.edu.et
Process capability measurement is an important aspect of quality improvement to decide
whether the process is capable of meeting the specification or not. The objectives of this …

Fuzzy Logic Based Computational Technique for Analyzing Software Bug Repository

RR Panda, NK Nagwani - … Intelligence Applications for Software …, 2023 - taylorfrancis.com
Software development is a collaborative process in which programmers build software by
integrating all the stages of the software development life cycle (SDLC). A software …

PREDICTING RELIABILITY OF OBJECT-ORIENTED SYSTEMS USING A NEURAL NETWORK

A BUDUR, C ȘERBAN, A VESCAN - Studia Universitatis Babeș …, 2019 - 193.231.18.162
PREDICTING RELIABILITY OF OBJECT-ORIENTED SYSTEMS USING A NEURAL NETWORK
1. Introduction Quality of a system can be described by Page 1 STUDIA UNIV …