DreamLoc: A deep relevance matching-based framework for bug localization

B Qi, H Sun, W Yuan, H Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
To improve the software debugging efficiency, bug localization techniques have been
developed to automatically locate buggy files based on bug reports. Traditional information …

When debugging encounters artificial intelligence: state of the art and open challenges

Y Song, X Xie, B Xu - Science China Information Sciences, 2024 - Springer
Both software debugging and artificial intelligence techniques are hot topics in the current
field of software engineering. Debugging techniques, which comprise fault localization and …

Improving the Performance of Mutation-based Fault Localization via Mutant Bias Practical Experience Report

B Du, Y Cai, H Wang, Y Liu… - 2022 IEEE 33rd …, 2022 - ieeexplore.ieee.org
Mutation-Based Fault Localization (MBFL) is one of the most widely studied techniques.
MBFL adopts mutation analysis to generate mutants for revealing potential faults in the …

Integrating neural mutation into mutation-based fault localization: A hybrid approach

H Liu, Z Li, B Han, X Chen, D Paul, Y Liu - Journal of Systems and Software, 2025 - Elsevier
Fault localization is an important part of software testing and debugging, helping improve the
process of fixing faults. Mutation-Based Fault Localization (MBFL) is widely used, but the …

MetaMFL: Metamorphic Multiple Fault Localization Without Test Oracles

L Fu, Z Wu, Y Lei, M Yan - IEEE Transactions on Reliability, 2024 - ieeexplore.ieee.org
Multiple fault localization (MFL) identifies the positions of multiple faults (ie, more than one
fault) residing in a buggy program. It is notably more difficult as compared with single fault …

A framework for improving fault localization effectiveness based on fuzzy expert system

CT Lin, WY Chen, J Intasara - IEEE Access, 2021 - ieeexplore.ieee.org
Many spectrum-based fault localization (SBFL) techniques have been proposed in order to
improve debugging efficiency. These SBFL techniques were designed according to different …

CRMF: A fault localization approach based on class reduction and method call frequency

H Liu, Z Li, H Wang, Y Liu… - Software: Practice and …, 2023 - Wiley Online Library
Identifying the location of faults in real‐world programs is one of the costly processes during
software debugging. To reduce the debugging effort, various fault localization techniques …

Delta4Ms: Improving mutation‐based fault localization by eliminating mutant bias

H Liu, Z Li, B Han, Y Liu, X Chen… - … Testing, Verification and …, 2024 - Wiley Online Library
Fault localization is a complex, costly and time‐consuming task in software debugging.
Numerous automated techniques have been developed to expedite this process. Mutation …

Combining fault localization with information retrieval: an analysis of accuracy and performance for bug finding

N Nasarudin - 2023 - etheses.whiterose.ac.uk
Debugging is a key activity in the software development process. It has been used
extensively by developers to attempt to localize faults, while enhancing the quality and …

Statement spectrum with two dimensional eigenvalues for intelligent software fault localization

S Ren, X Zuo, J Chen, W Tan - Journal of Intelligent & Fuzzy …, 2022 - content.iospress.com
Abstract The existing Software Fault Localization Frameworks (SFLF) based on program
spectrum for estimation of statement suspiciousness have the problems that the feature type …