Towards objective human performance measurement for maritime safety: A new psychophysiological data-driven machine learning method

Reliability Engineering & System Safety, Journal Year: 2023, Volume and Issue: 233, P. 109103 - 109103

Published: Jan. 18, 2023

Human errors significantly contribute to transport accidents. performance measurement (HPM) is crucial ensure human reliability and reduce errors. However, how address the subjective bias introduced by assessors in HPM seafarer certification remains a key research challenge. This paper aims develop new psychophysiological data-driven machine learning method realize effective maritime sector. It conducts experiments using functional Near-Infrared Spectroscopy (fNIRS) technology compares of two groups case (i.e. experienced inexperienced seafarers terms different qualifications certificates), via an Artificial Neural Network (ANN) model. The results have generated insightful implications contributions, including (1) introduction objective criterion for monitor, assess, support training authorities; (2) quantification response under specific missions, which serves as index shipping company evaluate reliability; (3) supportive tool complex emerging systems (e.g. Maritime Autonomous Surface Ship (MASS)) design ship manufactures shipbuilders.

Language: Английский

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Recognising situation awareness associated with different workloads using EEG and eye-tracking features in air traffic control tasks

Knowledge-Based Systems, Journal Year: 2022, Volume and Issue: 260, P. 110179 - 110179

Published: Dec. 7, 2022

Language: Английский

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Industrial internet of things-driven storage location assignment and order picking in a resource synchronization and sharing-based robotic mobile fulfillment system

Advanced Engineering Informatics, Journal Year: 2022, Volume and Issue: 52, P. 101540 - 101540

Published: Feb. 3, 2022

Language: Английский

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Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives

Safety Science, Journal Year: 2023, Volume and Issue: 168, P. 106295 - 106295

Published: Sept. 2, 2023

Language: Английский

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Towards the design of user-centric strategy recommendation systems for collaborative Human–AI tasks

International Journal of Human-Computer Studies, Journal Year: 2024, Volume and Issue: 184, P. 103216 - 103216

Published: Jan. 6, 2024

Language: Английский

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ATSIU: A large-scale dataset for spoken instruction understanding in air traffic control

Advanced Engineering Informatics, Journal Year: 2025, Volume and Issue: 65, P. 103170 - 103170

Published: Feb. 12, 2025

Language: Английский

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A context-aware concept evaluation approach based on user experiences for smart product-service systems design iteration

Advanced Engineering Informatics, Journal Year: 2021, Volume and Issue: 50, P. 101394 - 101394

Published: Aug. 19, 2021

Language: Английский

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Data-driven order correlation pattern and storage location assignment in robotic mobile fulfillment and process automation system

Advanced Engineering Informatics, Journal Year: 2021, Volume and Issue: 50, P. 101369 - 101369

Published: Aug. 9, 2021

Language: Английский

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Towards safe and collaborative aerodrome operations: Assessing shared situational awareness for adverse weather detection with EEG-enabled Bayesian neural networks

Advanced Engineering Informatics, Journal Year: 2022, Volume and Issue: 53, P. 101698 - 101698

Published: July 19, 2022

Language: Английский

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Edge intelligence and agnostic robotic paradigm in resource synchronisation and sharing in flexible robotic and facility control system

Advanced Engineering Informatics, Journal Year: 2022, Volume and Issue: 52, P. 101530 - 101530

Published: Feb. 13, 2022

Language: Английский

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