[HTML][HTML] Best practices for evaluating IRFL approaches

T Hirsch, B Hofer - Journal of Systems and Software, 2025 - Elsevier
Abstract Information retrieval fault localization (IRFL) is a popular research field and many
IRFL approaches have been proposed recently. Unfortunately, the evaluation of some of …

Does Deep Learning improve the performance of duplicate bug report detection? An empirical study

Y Jiang, X Su, C Treude, C Shang, T Wang - Journal of Systems and …, 2023 - Elsevier
Abstract Do Deep Learning (DL) techniques actually help to improve the performance of
duplicate bug report detection? Prior studies suggest that they do, if the duplicate bug report …

The need for software specific natural language techniques

D Binkley, D Lawrie, C Morrell - Empirical Software Engineering, 2018 - Springer
For over two decades, software engineering (SE) researchers have been importing tools
and techniques from information retrieval (IR). Initial results have been quite positive. For …

An approach of method‐level bug localization

Z Ni, L Bo, B Li, T Chen, X Sun, X Wu - IET Software, 2022 - Wiley Online Library
Bug localization is an important field in software engineering research. The traditional bug
localization approaches based on information retrieval separate words through lexical …

Locating Source Code Bugs in Software Information Systems Using Information Retrieval Techniques

A Alawneh, IM Alazzam, K Shatnawi - Big Data and Cognitive Computing, 2022 - mdpi.com
Bug localization is the process through which the buggy source code files are located
regarding a certain bug report. Bug localization is an overwhelming and time-consuming …

Improving information retrieval bug localization with query reformulation and haar transform

Z Saim - South Florida Journal of Development, 2024 - ojs.southfloridapublishing.com
The daily tasks for Developers are searching source code, to find pieces of code to reuse, to
find where to implement changes, in order to fix a coming bugs implied by a specific report …

[인용][C] Information retrieval based bug localization: Research problem, progress, and challenges

郭肇**, 周慧聪, 刘释然, **言辉, 陈林, 周毓明… - Journal of Software, 2020

Design of a machine learning-based approach for fragment retrieval on models

AC Marcén Terraza - 2021 - riunet.upv.es
[EN] Machine Learning (ML) is known as the branch of artificial intelligence that gathers
statistical, probabilistic, and optimization algorithms, which learn empirically. ML can exploit …

[인용][C] 基于信息检索的缺陷定位: 问题, 进展与挑战

郭肇**, 周慧聪, 刘释然, **言辉, 陈林, 周毓明… - 软件学报, 2020

[인용][C] A Systematic Literature Review on Cryptographic Techniques for Cloud Data security

M KAUSAR, H ASHRAF, M ASHRAF - Pakistan Journal of Computer and Information …, 2018