1 citations · 2 across the 4 of their papers we have counts for
4 papers
Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software
Christian Birchler, Sajad Khatiri, Bill Bosshard +2
Simulation platforms facilitate the development of emerging Cyber-Physical Systems (CPS) like self-driving cars (SDC) because they are more efficient and less dangerous than field…
Does Road Diversity Really Matter in Testing Automated Driving Systems? -- A Registered Report
Stefan Klikovits, Vincenzo Riccio, Ezequiel Castellano +3
Background/Context. The use of automated driving systems (ADSs) in the real world requires rigorous testing to ensure safety. To increase trust, ADSs should be tested on a large se…
Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software
Sajad Khatiri, Christian Birchler, Bill Bosshard +2
Abstract Simulation platforms facilitate the development of emerging cyber-physical systems (CPS) like self-driving cars (SDC) because they are more efficient and less dangerous th…
DeepHyperion: Exploring the Feature Space of Deep Learning-Based Systems through Illumination Search
Tahereh Zohdinasab, Vincenzo Riccio, Alessio Gambi +1
Deep Learning (DL) has been successfully applied to a wide range of application domains, including safety-critical ones. Several DL testing approaches have been recently proposed i…