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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
2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022)
Frontmatter
Keynotes
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)
@InProceedings{SEA4DQ22p21,
author = {Jørgen Stang and Dirk Walther and Per Myrseth},
title = {Data Quality as a Microservice: An Ontology and Rule Based Approach for Quality Assurance of Sensor Data in Manufacturing Machines},
booktitle = {Proc.\ SEA4DQ},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3549037.3561272},
year = {2022},
}
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)
@InProceedings{SEA4DQ22p31,
author = {Muhammad Azmi Umer and Aditya Mathur and Muhammad Taha Jilani},
title = {Effect of Time Patterns in Mining Process Invariants for Industrial Control Systems: An Experimental Study},
booktitle = {Proc.\ SEA4DQ},
publisher = {ACM},
pages = {31-30},
doi = {10.1145/3549037.3561274},
year = {2022},
}
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)
@InProceedings{SEA4DQ22p41,
author = {Valentina Golendukhina and Harald Foidl and Michael Felderer and Rudolf Ramler},
title = {Preliminary Findings on the Occurrence and Causes of Data Smells in a Real-World Business Travel Data Processing Pipeline},
booktitle = {Proc.\ SEA4DQ},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3549037.3561275},
year = {2022},
}
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)
@InProceedings{SEA4DQ22p51,
author = {Maryna Waszak and Terje Moen and Sølve Eidnes and Alexander Stasik and Anders Hansen and Gregory Bouquet and Antoine Pultier and Xiang Ma and Idar Tørlen and Bjørn Henriksen and Arianeh Aamodt and Dumitru Roman},
title = {Data Quality Issues for Vibration Sensors: A Case Study in Ferrosilicon Production},
booktitle = {Proc.\ SEA4DQ},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3549037.3561273},
year = {2022},
}
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)
@InProceedings{SEA4DQ22p61,
author = {Dumitru Roman and Antoine Pultier and Xiang Ma and Ahmet Soylu and Alexander G. Ulyashin},
title = {Data Quality Issues in Solar Panels Installations: A Case Study},
booktitle = {Proc.\ SEA4DQ},
publisher = {ACM},
pages = {61-60},
doi = {10.1145/3549037.3564120},
year = {2022},
}
Publisher's Version
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