ESEC/FSE 2022 CoLos
30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022)
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2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022), November 17, 2022, Singapore, Singapore

SEA4DQ 2022 – Proceedings

Contents - Abstracts - Authors
Twitter: https://twitter.com/esecfse

2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022)

Frontmatter

Title Page
Message from the Chairs

Keynotes

Data Quality Issues in Online Reinforcement Learning for Self-Adaptive Systems (Keynote)
Andreas Metzger ORCID logo
(University of Duisburg-Essen, Germany)
Publisher's Version
Data Quality and Model Under-Specification Issues (Keynote)
Foutse KhomhORCID logo
(Polytechnique Montréal, Canada)
Publisher's Version

Software Engineering and AI for Data Quality

Data Quality as a Microservice: An Ontology and Rule Based Approach for Quality Assurance of Sensor Data in Manufacturing Machines
Jørgen Stang ORCID logo, Dirk Walther ORCID logo, and Per Myrseth
(DNV, Norway)
Publisher's Version
Effect of Time Patterns in Mining Process Invariants for Industrial Control Systems: An Experimental Study
Muhammad Azmi Umer ORCID logo, Aditya Mathur, and Muhammad Taha Jilani
(CodeX, Pakistan; Karachi Institute of Economics and Technology, Pakistan; Singapore University of Technology and Design, Singapore)
Publisher's Version
Preliminary Findings on the Occurrence and Causes of Data Smells in a Real-World Business Travel Data Processing Pipeline
Valentina Golendukhina ORCID logo, Harald Foidl ORCID logo, Michael Felderer ORCID logo, and Rudolf Ramler ORCID logo
(University of Innsbruck, Austria; Software Competence Center Hagenberg, Austria)
Publisher's Version
Data Quality Issues for Vibration Sensors: A Case Study in Ferrosilicon Production
Maryna Waszak ORCID logo, Terje Moen, Sølve Eidnes, Alexander Stasik, Anders Hansen, Gregory Bouquet, Antoine Pultier, Xiang Ma, Idar Tørlen, Bjørn Henriksen, Arianeh Aamodt, and Dumitru Roman
(SINTEF, Norway; Elkem, Norway)
Publisher's Version
Data Quality Issues in Solar Panels Installations: A Case Study
Dumitru Roman, Antoine Pultier, Xiang Ma, Ahmet Soylu, and Alexander G. Ulyashin
(SINTEF, Norway; Oslo Metropolitan University, Norway)
Publisher's Version

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