Duplicate bug report detection using dual-channel convolutional neural networks

J He, L Xu, M Yan, X Xia, Y Lei - … of the 28th International Conference on …, 2020 - dl.acm.org
Developers rely on bug reports to fix bugs. The bug reports are usually stored and managed
in bug tracking systems. Due to the different expression habits, different reporters may use …

Efficient feature extraction model for validation performance improvement of duplicate bug report detection in software bug triage systems

BS Neysiani, SM Babamir, M Aritsugi - Information and Software …, 2020 - Elsevier
Context There are many duplicate bug reports in the semi-structured software repository of
various software bug triage systems. The duplicate bug report detection (DBRD) process is a …

Automatic duplicate bug report detection using information retrieval-based versus machine learning-based approaches

BS Neysiani, SM Babamir - 2020 6th international conference …, 2020 - ieeexplore.ieee.org
Nowadays, there are many software repositories, especially on the web, which have many
challenges to be automated. Duplicate bug report detection (DBRD) is an excellent problem …

[PDF][PDF] Duplicate detection models for bug reports of software triage systems: A survey

BS Neysiani, SM Babamir - Current Trends In Computer Sciences …, 2019 - researchgate.net
Duplicate bug report detection (DBRD) is one of the significant problems of software triage
systems, which receive end-user bug reports. DBRD needs automation using artificial …

Software-issue graphs

J Burton, A Homeyer, K Hackethal, M Espeland… - US Patent …, 2019 - Google Patents
Provided is a process, including: obtaining a plurality of software-issue reports; obtaining a
pull request; forming a software-issue graph having a plurality of nodes corresponding to the …

New methodology for contextual features usage in duplicate bug reports detection: dimension expansion based on manhattan distance similarity of topics

BS Neysiani, SM Babamir - 2019 5th international conference …, 2019 - ieeexplore.ieee.org
Duplicate bug report detection is one of the major problems in software triage systems like
Bugzilla to deal with end user requests. User request contains some categorical and …

Improving performance of automatic duplicate bug reports detection using longest common sequence: Introducing new textual features for textual similarity detection

BS Neysiani, SM Babamir - 2019 5th conference on knowledge …, 2019 - ieeexplore.ieee.org
Automatic duplicate bug reports detection is a famous problem in mining software
repositories since 2004 for software triage systems eg Bugzilla. Textual features are the …

Duplicate and similar bug report detection and retrieval using neural networks

S Podder, J Deshmukh, KM Annervaz… - US Patent …, 2020 - Google Patents
A device may receive information associated with first and second bug reports to be
classified as duplicate or non-duplicate bug reports. The device may identify first and second …

Image analysis for problem resolution

BK Mohanty, H Dinh, D Selvaraju… - US Patent …, 2024 - Google Patents
A method comprises receiving an input of at least one image associated with an issue. In the
method, text is extracted from the at least one image, and an intent is determined from the …

Methods and systems for detecting duplicate document using document similarity measuring model based on deep learning

SM Kim, HAN Byeonghoon - US Patent 11,631,270, 2023 - Google Patents
Disclosed is a method and system, the method including extracting similar and dissimilar
document pair sets from a document database, the similar document pair set including …