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05/15/2023
Encoding Domain Expertise into Multilevel Models for Source Location
Data from populations of systems are prevalent in many industrial applic...
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06/25/2022
Mitigating sampling bias in risk-based active learning via an EM algorithm
Risk-based active learning is an approach to developing statistical clas...
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06/23/2022
A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes
Reductions in natural frequency are often used as a damage indicator for...
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06/23/2022
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers
Gaining the ability to make informed decisions on operation and maintena...
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03/14/2022
Modelling variability in vibration-based PBSHM via a generalised population form
Structural health monitoring (SHM) has been an active research area for ...
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01/07/2022
On robust risk-based active-learning algorithms for enhanced decision support
Classification models are a fundamental component of physical-asset mana...
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03/02/2021