38 citations · 73 across the 31 of their papers we have counts for
4 papers · 1 filter
An Analysis of Security Vulnerabilities in Container Images for Scientific Data Analysis
Bhupinder Kaur, Mathieu Dugré, Aiman Hanna +1
Software containers greatly facilitate the deployment and reproducibility of scientific data analyses in various platforms. However, container images often contain outdated or unne…
A benchmark of data stream classification for human activity recognition on connected objects
Martin Khannouz, Tristan Glatard
This paper evaluates data stream classifiers from the perspective of connected devices, focusing on the use case of HAR. We measure both classification performance and resource con…
Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?
Antoine Hébert, Ian Marineau, Gilles Gervais +2
Road accidents have a high societal cost that could be reduced through improved risk predictions using machine learning. This study investigates whether telemetric data collected o…
File-based localization of numerical perturbations in data analysis pipelines
Ali Salari, Gregory Kiar, Lindsay Lewis +2
Data analysis pipelines are known to be impacted by computational conditions, presumably due to the creation and propagation of numerical errors. While this process could play a ma…