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Karl Löwenmark

PhD Student
Luleå University of Technology
Cyber-Physical Systems
Embedded Intelligent Systems LAB
Department of Computer Science, Electrical and Space Engineering
karl.lowenmark@ltu.se
A2307 Luleå

Publications

Manuscript (preprint)

Labelling of annotated condition monitoring data through technical language processing (2023)

Löwenmark. K, Taal. C, Vurgaft. A, Liwicki. M, Nivre. J, Sandin. F
Licentiate thesis, comprehensive summary

Technical Language Supervision for Intelligent Fault Diagnosis (2023)

Löwenmark. K
Conference paper

Processing of Condition Monitoring Annotations with BERT and Technical Language Substitution: A Case Study (2022)

Löwenmark. K, Taal. C, Nivre. J, Liwicki. M, Sandin. F
Part of: Proceedings of the 7th European Conference of the Prognostics and Health Management Society 2022, s. 306-314, PHM Society, 2022
Article in journal

Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry (2022)

Löwenmark. K, Taal. C, Schnabel. S, Liwicki. M, Sandin. F
International Journal of Prognostics and Health Management, Vol. 13, nr. 2
Conference paper

Fault Severity Estimation using Weak Supervision with Language Based Labels and Condition Monitoring Data (2020)

Ekström. K, Sandin. F
Paper presented at : The 32nd annual workshop of the Swedish Artificial Intelligence Society (SAIS), 16-17 June, 2020, Online