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)
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November 17, 2022
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Singapore, Singapore
SEA4DQ 2022 – Proceedings
Contents
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Abstracts
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Authors
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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
(University of Duisburg-Essen, Germany)
Publisher's Version
Data Quality and Model Under-Specification Issues (Keynote)
Foutse Khomh
(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
,
Dirk Walther
, 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
, 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
,
Harald Foidl
,
Michael Felderer
, and
Rudolf Ramler
(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
, 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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