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Processes, challenges and recommendations of Gray Literature Review: An experience report

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 137 ()

Context: Systematic Literature Review (SLR), as a tool of Evidence-Based Software Engineering (EBSE), has been widely used in Software Engineering (SE......

Generating feasible protocol test sequences from EFSM models using Monte Carlo tree search

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 135 ()

Context: Feasible test sequences generation is a key step in protocol conformance testing based on the Extended Finite State Machine (EFSM) model. To ......

An empirical study on clone consistency prediction based on machine learning

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 136 ()

Context: Code Clones have been accepted as a common phenomenon in software, thanks to the increasing demand for rapid production of software. The exis......

Leveraging developer information for efficient effort-aware bug prediction

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 137 ()

Context: Software bug prediction techniques can provide informative guidance in software engineering practices. Over the past 15 years, developer info......

Multi-objective software performance optimisation at the architecture level randomised search rules

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 135 ()

Architecture-based software performance optimisation can help to find potential performance problems and mitigate their negative effects at an early s......

BCI-CFI: A context-sensitive control-flow integrity method based on branch correlation integrity

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 136 ()

Context: As part of the arms race, one emerging attack methodology has been control-hijacking attacks, e.g., return-oriented programming (ROP). Contro......

TIDY: A PBE-based framework supporting smart transformations for entity consistency in PowerPoint

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 138 ()

Context: Programming by Example (PBE) is increasingly assisting human users by recognizing and executing repetitive tasks, such as text editing and sp......

BGNN4VD: Constructing Bidirectional Graph Neural-Network for Vulnerability Detection

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 136 ()

Context: Previous studies have shown that existing deep learning-based approaches can significantly improve the performance of vulnerability detection......

Joint feature representation learning and progressive distribution matching for cross-project defect prediction

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 137 ()

Context: Cross-Project Defect Prediction (CPDP) aims to leverage the knowledge from label-rich source software projects to promote tasks in a label-po......

Quality Assessment in Systematic Literature Reviews: A Software Engineering Perspective

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context: Quality Assessment (QA) of reviewed literature is paramount to a Systematic Literature Review (SLR) as the quality of conclusions completely ......

Boundary sampling to boost mutation testing for deep learning models

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context: The prevalent application of Deep Learning (DL) models has raised concerns about their reliability. Due to the data-driven programming paradi......

Two-level clustering of UML class diagrams based on semantics and structure

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context: The reuse of software design has been an important issue of software reuse. UML class diagrams are widely applied in software design and has ......

Laprob: A Label propagation-Based software bug localization method

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context: Bug localization, which locates suspicious snippets related to the bugs mentioned in the bug reports, is time-consuming and laborious. Many a......

Community detection in software ecosystem by comprehensively evaluating developer cooperation intensity

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context : As soon as the concept of software ecosystem was proposed, it has aroused great interest in both academia and industry. Software ecosystem c......

Revisiting heterogeneous defect prediction methods: How far are we?

期刊: INFORMATION AND SOFTWARE TECHNOLOGY, 2021; 130 ()

Context: Cross-project defect prediction applies to the scenarios that the target projects are new projects. Most of the previous studies tried to uti......

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