2 citations · 2 across the 5 of their papers we have counts for
4 papers · 1 filter
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges
Hans-Martin Heyn, Khan Mohammad Habibullah, Eric Knauss +4
Software that contains machine learning algorithms is an integral part of automotive perception, for example, in driving automation systems. The development of such software, speci…
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…
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…
Non-functional Requirements for Machine Learning: Understanding Current Use and Challenges in Industry
Khan Mohammad Habibullah, Jennifer Horkoff
Machine Learning (ML) is an application of Artificial Intelligence (AI) that uses big data to produce complex predictions and decision-making systems, which would be challenging to…