279 citations · 591 across the 44 of their papers we have counts for
10 papers · 2 filters
Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey
Antonio Pedro Santos Alves, Marcos Kalinowski, Görkem Giray +12
Systems that use Machine Learning (ML) have become commonplace for companies that want to improve their products and processes. Literature suggests that Requirements Engineering (R…
Data Pipeline Quality: Influencing Factors, Root Causes of Data-related Issues, and Processing Problem Areas for Developers
Harald Foidl, Valentina Golendukhina, Rudolf Ramler +1
Data pipelines are an integral part of various modern data-driven systems. However, despite their importance, they are often unreliable and deliver poor-quality data. A critical st…
Summary of the 4th International Workshop on Requirements Engineering and Testing (RET 2017)
Markus Borg, Elizabeth Bjarnason, Michael Unterkalmsteiner +3
The RET (Requirements Engineering and Testing) workshop series provides a meeting point for researchers and practitioners from the two separate fields of Requirements Engineering (…
Summary of the 3rd International Workshop on Requirements Engineering and Testing
Michael Unterkalmsteiner, Gregory Gay, Michael Felderer +3
The RET (Requirements Engineering and Testing) workshop series provides a meeting point for researchers and practitioners from the two separate fields of Requirements Engineering (…
Techniques for Improving the Energy Efficiency of Mobile Apps: A Taxonomy and Systematic Literature Review
Stefan Huber, Tobias Lorey, Michael Felderer
Building energy efficient software is an increasingly important task for mobile developers. However, a cumulative body of knowledge of techniques that support this goal does not ex…
Assessing requirements engineering and software test alignment -- Five case studies
Michael Unterkalmsteiner, Tony Gorschek, Robert Feldt +1
The development of large, software-intensive systems is a complex undertaking that we generally tackle by a divide and conquer strategy. Companies thereby face the challenge of coo…