What is human-centered about human-centered AI? A map of the research landscape

T Capel, M Brereton - Proceedings of the 2023 CHI conference on …, 2023 - dl.acm.org
The application of Artificial Intelligence (AI) across a wide range of domains comes with both
high expectations of its benefits and dire predictions of misuse. While AI systems have …

Requirements for explainability and acceptance of artificial intelligence in collaborative work

S Theis, S Jentzsch, F Deligiannaki, C Berro… - … Conference on Human …, 2023 - Springer
The increasing prevalence of Artificial Intelligence (AI) in safety-critical contexts such as air-
traffic control leads to systems that are practical and efficient, and to some extent explainable …

A new coastal crawler prototype to expand the ecological monitoring radius of OBSEA cabled observatory

A Falahzadeh, DM Toma, M Francescangeli… - Journal of Marine …, 2023 - mdpi.com
The use of marine cabled video observatories with multiparametric environmental data
collection capability is becoming relevant for ecological monitoring strategies. Their …

Human-centred risk assessment for a land-based control interface for an autonomous vessel

ÅS Hoem, E Veitch, K Vasstein - WMU Journal of Maritime Affairs, 2022 - Springer
Autonomous ferries are providing new opportunities for urban transport mobility. With this
change comes a new risk picture, which is characterised to a large extent by the safe …

Maritime autonomous surface ships: Automation transparency for nearby vessels

OA Alsos, P Hodne, OK Skåden… - Journal of Physics …, 2022 - iopscience.iop.org
In the future, maritime autonomous surface ships (MASS) will become more advanced, and
mariners will move from the bridge to remote operation centres. To avoid dangerous …

Explaining a deep reinforcement learning docking agent using linear model trees with user adapted visualization

VB Gjærum, I Strümke, OA Alsos… - Journal of Marine Science …, 2021 - mdpi.com
Deep neural networks (DNNs) can be useful within the marine robotics field, but their utility
value is restricted by their black-box nature. Explainable artificial intelligence methods …

Human-centred design and evaluation to enhance safety of maritime systems: A systematic review

MH Hsieh, Z Xia, CH Chen - Ocean Engineering, 2024 - Elsevier
Human-centred design (HCD) and usability evaluations can help reduce human errors and
improve maritime safety. To the authors' knowledge, there has not been a comprehensive …

Human Centered Explainable AI Framework for Military Cyber Operations

C Maathuis - MILCOM 2023-2023 IEEE Military …, 2023 - ieeexplore.ieee.org
Through recent advancements, AI stands as a transformative force by reshaping societal
domains and strategies. In the military cyber domain, this transformation pivots on data and …

Distributed Swarm Trajectory Planning for Autonomous Surface Vehicles in Complex Sea Environments

A Wang, L Li, H Wang, B Han, Z Peng - Journal of Marine Science and …, 2024 - mdpi.com
In this paper, a swarm trajectory-planning method is proposed for multiple autonomous
surface vehicles (ASVs) in an unknown and obstacle-rich environment. Specifically, based …

Explainable Artificial Intelligence for Intelligent Transportation Systems: Are We There Yet?

A Adadi, A Bouhoute - Explainable Artificial Intelligence for …, 2023 - taylorfrancis.com
(AI) and Machine Learning (ML) are set to revolutionize all industries, Intelligent
Transportation Systems (ITS) field is no exception. However, being a safety-critical system …