3 citations · 7 across the 6 of their papers we have counts for
6 papers
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…
Visual Odometry for RGB-D Cameras
Afonso Fontes, Jose Everardo Bessa Maia
Visual odometry is the process of estimating the position and orientation of a camera by analyzing the images associated to it. This paper develops a quick and accurate approach to…
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…
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…