Research output per year
Research output per year
Project Details
Description
The work package explores the application of the new developments in Natural Language Processing (NLP) to improve accident analysis completeness and predictability. The findings will be illustrated by analysing ongoing safety challenges in constructing, operating, and maintaining energy hubs in the North and Baltic Seas. Energinet and its partners (research collaborators involved in development of the energy hubs) have suggested the analysis of diving and deck operations during the installation, maintenance, and repair of subsea cables and operations related to ship traffic.
| Status | Active |
|---|---|
| Effective start/end date | 01/05/2023 → … |
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Accident analysis of diving operations related to subsea cable installation
Cárdenas, I. C., Kozin, I. & Taylor, J. R., 2025, 47 p.Research output: Book/report › Report › Research
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Accident analysis of on-deck operations in offshore environments
Cárdenas, I. C. & Kozin, I., Apr 2025, (E-pub ahead of print) Research Unit for Maritime Health and Technology.Research output: Book/report › Report › Research
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Improving the Predictability of Hazardous Scenarios by Natural Language Processing: The case of accidents during lifting operations on ships and offshore platforms
Cárdenas, I. C. & Kozin, I., 9. Jun 2025, Proceedings of the 35th European Safety and Reliability and the 33th Society for Risk Analysis Europe Conference . Abrahamsen, E. B., Aven, T., Bouder, F., Flage, R. & Ylönen, M. (eds.). Research Publishing Services, Singapore, p. 1140-1147Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open Access
Related activities
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Hands-on training on the use of Natural Language Processing tools from Orange Datamining software to identify hazards for accident analysis. Session III
Cárdenas, I. C. (Speaker) & Waldorff, J. B. (Other)
14. Mar 2025Activity: Talks and presentations › Talks and presentations in private or public companies
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Hands-on training on the use of Natural Language Processing tools from Orange Datamining software to identify hazards for accident analysis. Session II
Cárdenas, I. C. (Author) & Waldorff, J. B. (Other)
11. Feb 2025Activity: Talks and presentations › Talks and presentations in private or public companies
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Hands-on training on the use of Natural Language Processing tools from Orange Datamining software to identify hazards for accident analysis. Session I
Cárdenas, I. C. (Speaker) & Waldorff, J. B. (Other)
29. Jan 2025Activity: Talks and presentations › Talks and presentations in private or public companies
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Ocean Engineering (Journal)
Cárdenas, I. C. (Peer reviewer)
3. Dec 2024Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Accident analysis for diving operations during installation of subwater cables as an auditing tool
Cárdenas, I. C. (Speaker) & Kozin, I. (Co-author)
4. Nov 2024Activity: Talks and presentations › Talks and presentations in private or public companies