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SWQD 2021: Vienna, Austria

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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

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  - conf/swqd/Femmer21
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Henning Femmer:
Assisted Requirements Engineering - What Will Remain in the Hands of the Future Requirements Engineer? (Invited Keynote). 3-14
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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

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  - conf/swqd/FeldererR21
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Michael Felderer, Rudolf Ramler:
Quality Assurance for AI-Based Systems: Overview and Challenges (Introduction to Interactive Session). 33-42
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Valentina Lenarduzzi, Francesco Lomio, Sergio Moreschini, Davide Taibi, Damian Andrew Tamburri:
Software Quality for AI: Where We Are Now? 43-53
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Anton Khritankov:
Hidden Feedback Loops in Machine Learning Systems: A Simulation Model and Preliminary Results. 54-65
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Markus Borg:
The AIQ Meta-Testbed: Pragmatically Bridging Academic AI Testing and Industrial Q Needs. 66-77

Machine Learning Applications

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Miroslaw Staron, Wilhelm Meding, Ola Söder, Miroslaw Ochodek:
Improving Quality of Code Review Datasets - Token-Based Feature Extraction Method. 81-93
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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

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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

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Ezequiel Scott, Tanel Tõemets, Dietmar Pfahl:
An Empirical Study of User Story Quality and Its Impact on Open Source Project Performance. 119-138
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Florian Auer, Michael Felderer:
An Approach for Platform-Independent Online Controlled Experimentation. 139-158

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