Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns

no code implementations • 29 Apr 2022 • Dusica Marijan, Sagar Sen

Increasing the impact of software engineering research in the software industry and the society at large has long been a concern of high priority for the software engineering community.

On The Reliability Of Machine Learning Applications In Manufacturing Environments

no code implementations • 13 Dec 2021 • Nicolas Jourdan, Sagar Sen, Erik Johannes Husom, Enrique Garcia-Ceja, Tobias Biegel, Joachim Metternich

The increasing deployment of advanced digital technologies such as Internet of Things (IoT) devices and Cyber-Physical Systems (CPS) in industrial environments is enabling the productive use of machine learning (ML) algorithms in the manufacturing domain.

BIG-bench Machine Learning

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

no code implementations • 14 Jul 2020 • Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker

Trustworthiness is a central requirement for the acceptance and success of human-centered artificial intelligence (AI).