218 citations
- Concordia UniversityCA5 papers
- École de Technologie SupérieureCA2 papers
- Hydro-QuébecCA2 papers
- Lebanese UniversityLB2 papers
- Natural Sciences and Engineering Research Council of CanadaCA2 papers
- Polytechnique MontréalCA2 papers
- Universidade de São PauloBR2 papers
- Universidade Federal de Minas GeraisBR2 papers
- Universidade Federal do Rio Grande do SulBR2 papers
- Université du Québec à RimouskiCA2 papers
- Association for Computing MachineryUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
26 papers
Mutation Testing for Industrial Robotic Systems
Marcela Gonçalves dos Santos, Sylvain Hallé, Fábio Petrillo
Industrial robotic systems (IRS) are increasingly deployed in diverse environments, where failures can result in severe accidents and costly downtime. Ensuring the reliability of t…
Towards Robust Artificial Intelligence: Self-Supervised Learning Approach for Out-of-Distribution Detection
Wissam Salhab, Darine Ameyed, Hamid Mcheick +1
Robustness in AI systems refers to their ability to maintain reliable and accurate performance under various conditions, including out-of-distribution (OOD) samples, adversarial at…
Scientific machine learning in Hydrology: a unified perspective
Adoubi Vincent De Paul Adombi
Scientific machine learning (SciML) provides a structured approach to integrating physical knowledge into data-driven modeling, offering significant potential for advancing hydrolo…
Large Scale Genealogical Information Extraction From Handwritten Quebec Parish Records
Solène Tarride, Martin Maarand, Mélodie Boillet +4
This paper presents a complete workflow designed for extracting information from Quebec handwritten parish registers. The acts in these documents contain individual and family info…
An Approach to Build Consistent Software Architecture Diagrams Using Devops System Descriptors
Jalves Nicacio, Fabio Petrillo
System architecture diagrams play an essential role in understanding system architecture. They encourage more active discussion among participants and make it easier to recall syst…
Mapping breakpoint types: an exploratory study
Eduardo Andreetta Fontana, Fabio Petrillo
Debugging is a relevant task for finding bugs during software development, maintenance, and evolution. During debugging, developers use modern IDE debuggers to analyze variables, s…