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SWQD 2021: Vienna, Austria
- Dietmar Winkler
, Stefan Biffl
, Daniel Méndez
, Manuel Wimmer
, Johannes Bergsmann:
Software Quality: Future Perspectives on Software Engineering Quality - 13th International Conference, SWQD 2021, Vienna, Austria, January 19-21, 2021, Proceedings. Lecture Notes in Business Information Processing 404, Springer 2021, ISBN 978-3-030-65853-3
Automation in Software Engineering
- Henning Femmer
:
Assisted Requirements Engineering - What Will Remain in the Hands of the Future Requirements Engineer? (Invited Keynote). 3-14 - Claus Klammer, Thomas Wetzlmaier, Michael Pfeiffer, Thomas Steiner, Matthias Konnerth:
Testing Autogenerated OPC UA NodeSet Models for Product Variants in Industry. 15-29
Quality Assurance for AI-Based Systems
- Michael Felderer, Rudolf Ramler:
Quality Assurance for AI-Based Systems: Overview and Challenges (Introduction to Interactive Session). 33-42 - Valentina Lenarduzzi, Francesco Lomio
, Sergio Moreschini
, Davide Taibi
, Damian Andrew Tamburri:
Software Quality for AI: Where We Are Now? 43-53 - Anton Khritankov:
Hidden Feedback Loops in Machine Learning Systems: A Simulation Model and Preliminary Results. 54-65 - Markus Borg:
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. 66-77
Machine Learning Applications
- Miroslaw Staron
, Wilhelm Meding, Ola Söder, Miroslaw Ochodek
:
Improving Quality of Code Review Datasets - Token-Based Feature Extraction Method. 81-93 - Tommi Mikkonen
, Jukka K. Nurminen
, Mikko Raatikainen
, Ilenia Fronza, Niko Mäkitalo
, Tomi Männistö
:
Is Machine Learning Software Just Software: A Maintainability View. 94-105
Industry-Academia Collaboration
- Tony Gorschek
, Daniel Méndez
:
Solving Problems or Enabling Problem-Solving? from Purity in Empirical Software Engineering to Effective Co-production (Invited Keynote). 109-116
Experimentation in Software Engineering
- Ezequiel Scott, Tanel Tõemets, Dietmar Pfahl
:
An Empirical Study of User Story Quality and Its Impact on Open Source Project Performance. 119-138 - Florian Auer, Michael Felderer:
An Approach for Platform-Independent Online Controlled Experimentation. 139-158
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