3 citations · 11 across the 12 of their papers we have counts for
12 papers
Summary of the 4th International Workshop on Requirements Engineering and Testing (RET 2017)
Markus Borg, Elizabeth Bjarnason, Michael Unterkalmsteiner +3
The RET (Requirements Engineering and Testing) workshop series provides a meeting point for researchers and practitioners from the two separate fields of Requirements Engineering (…
Summary of the 3rd International Workshop on Requirements Engineering and Testing
Michael Unterkalmsteiner, Gregory Gay, Michael Felderer +3
The RET (Requirements Engineering and Testing) workshop series provides a meeting point for researchers and practitioners from the two separate fields of Requirements Engineering (…
Requirements Engineering for Automotive Perception Systems: an Interview Study
Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay +6
Background: Driving automation systems (DAS), including autonomous driving and advanced driver assistance, are an important safety-critical domain. DAS often incorporate perception…
The Integration of Machine Learning into Automated Test Generation: A Systematic Mapping Study
Afonso Fontes, Gregory Gay
Context: Machine learning (ML) may enable effective automated test generation. Objective: We characterize emerging research, examining testing practices, researcher goals, ML techn…
AI-Empowered Data Offloading in MEC-Enabled IoV Networks
Afonso Fontes, Igor de L. Ribeiro, Khan Muhammad +3
Advancements in smart vehicle design have enabled the creation of Internet of Vehicle (IoV) technologies that can utilize the information provided by various sensors and wireless c…
Non-Functional Requirements for Machine Learning: An Exploration of System Scope and Interest
Khan Mohammad Habibullah, Gregory Gay, Jennifer Horkoff
Systems that rely on Machine Learning (ML systems) have differing demands on system quality compared to traditional systems. Such quality demands, known as non-functional requireme…
Automated Support for Unit Test Generation: A Tutorial Book Chapter
Afonso Fontes, Gregory Gay, Francisco Gomes de Oliveira Neto +1
Unit testing is a stage of testing where the smallest segment of code that can be tested in isolation from the rest of the system - often a class - is tested. Unit tests are typica…
Efficient and Effective Generation of Test Cases for Pedestrian Detection -- Search-based Software Testing of Baidu Apollo in SVL
Hamid Ebadi, Mahshid Helali Moghadam, Markus Borg +3
With the growing capabilities of autonomous vehicles, there is a higher demand for sophisticated and pragmatic quality assurance approaches for machine learning-enabled systems in…
Mapping the Structure and Evolution of Software Testing Research Over the Past Three Decades
Alireza Salahirad, Gregory Gay, Ehsan Mohammadi
Background: The field of software testing is growing and rapidly-evolving. Aims: Based on keywords assigned to publications, we seek to identify predominant research topics and und…
Using Machine Learning to Generate Test Oracles: A Systematic Literature Review
Afonso Fontes, Gregory Gay
Machine learning may enable the automated generation of test oracles. We have characterized emerging research in this area through a systematic literature review examining oracle t…
Learning How to Search: Generating Effective Test Cases Through Adaptive Fitness Function Selection
Hussein Almulla, Gregory Gay
Search-based test generation is guided by feedback from one or more fitness functions - scoring functions that judge solution optimality. Choosing informative fitness functions is…
Understanding the Nature of System-Related Issues in Machine Learning Frameworks: An Exploratory Study
Yang Ren, Gregory Gay, Christian Kästner +1
Modern systems are built using development frameworks. These frameworks have a major impact on how the resulting system executes, how configurations are managed, how it is tested,…