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Aidan J. Hughes
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 9
Top Topics
Em Algorithm
Expected Loss
Information Transfer
Imbalanced Class Distribution
Top Venues
CoRR
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Publications
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Antonios Kamariotis
,
Eleni N. Chatzi
,
Daniel Straub
,
Nikolaos Dervilis
,
Kai Goebel
,
Aidan J. Hughes
,
Geert Lombaert
,
Costas Papadimitriou
,
Konstantinos G. Papakonstantinou
,
Matteo Pozzi
,
Michael Todd
,
Keith Worden
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems.
CoRR
(2024)
Aidan J. Hughes
,
Jack Poole
,
Nikolaos Dervilis
,
Paul Gardner
,
Keith Worden
A decision framework for selecting information-transfer strategies in population-based SHM.
CoRR
(2023)
Aidan J. Hughes
,
Jack Poole
,
Nikolaos Dervilis
,
Paul Gardner
,
Keith Worden
Quantifying the value of information transfer in population-based SHM.
CoRR
(2023)
Daniel R. Clarkson
,
Lawrence A. Bull
,
Tina A. Dardeno
,
Chandula T. Wickramarachchi
,
Elizabeth J. Cross
,
Timothy J. Rogers
,
Keith Worden
,
Nikolaos Dervilis
,
Aidan J. Hughes
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting.
CoRR
(2023)
Aidan J. Hughes
,
Paul Gardner
,
Keith Worden
Towards risk-informed PBSHM: Populations as hierarchical systems.
CoRR
(2023)
Aidan J. Hughes
,
Lawrence A. Bull
,
Paul Gardner
,
Nikolaos Dervilis
,
Keith Worden
Mitigating sampling bias in risk-based active learning via an EM algorithm.
CoRR
(2022)
Aidan J. Hughes
,
Paul Gardner
,
Lawrence A. Bull
,
Nikolaos Dervilis
,
Keith Worden
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers.
CoRR
(2022)
Aidan J. Hughes
,
Lawrence A. Bull
,
Paul Gardner
,
Nikolaos Dervilis
,
Keith Worden
On robust risk-based active-learning algorithms for enhanced decision support.
CoRR
(2022)
Aidan J. Hughes
,
Lawrence A. Bull
,
Paul Gardner
,
Robert James Barthorpe
,
Nikolaos Dervilis
,
Keith Worden
On risk-based active learning for structural health monitoring.
CoRR
(2021)