52 citations · 91 across the 7 of their papers we have counts for
11 papers
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…
Managing Traceability Information Models: Not such a simple task after all?
Salome Maro, Jan-Philipp Steghöfer, Eric Knauss +7
Practitioners are poorly supported by the scientific literature when managing traceability information models (TIMs), which capture the structure and semantics of trace links. In p…
Modeling and Analysis of Boundary Objects and Methodological Islands in Large-Scale Systems Development
Rebekka Wohlrab, Jennifer Horkoff, Rashidah Kasauli +3
Large-scale companies commonly face the challenge of managing relevant knowledge between different organizational groups, particularly in increasingly agile contexts. In previous s…
Charting Coordination Needs in Large-Scale Agile Organisationswith Boundary Objects and Methodological Islands
Rashidah Kasauli, Rebekka Wohlrab, Eric Knauss +3
Large-scale system development companies are increasingly adopting agile methods. While this adoption may improve lead-times, such companies need to balance two trade-offs: (i) the…
Challenges of Scaled Agile for Safety-Critical Systems
Jan-Philipp Steghöfer, Eric Knauss, Jennifer Horkoff +1
Automotive companies increasingly adopt scaled agile methods to allow them to deal with their organisational and product complexity. Suitable methods are needed to ensure safety wh…