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Outputs (654)

A transparency paradox? Investigating the impact of explanation specificity and autonomous vehicle imperfect detection capabilities on passengers (2025)
Journal Article


Transparency in automated systems could be afforded through the provision of intelligible explanations. While transparency is desirable, might it lead to catastrophic outcomes (such as anxiety) that could outweigh its benefits? It'... Read More about A transparency paradox? Investigating the impact of explanation specificity and autonomous vehicle imperfect detection capabilities on passengers.

Machine learning- and deep learning-based myoelectric control system for upper limb rehabilitation utilizing EEG and EMG signals: A systematic review (2025)
Journal Article

Upper limb disabilities, often caused by conditions such as stroke or neurological disorders, severely limit an individual’s ability to perform essential daily tasks, leading to a significant reduction in quality of life. The development of effective... Read More about Machine learning- and deep learning-based myoelectric control system for upper limb rehabilitation utilizing EEG and EMG signals: A systematic review.

Current understanding and uncertainties associated with climate change and the impact on slope stability: A systematic literature review (2025)
Journal Article

This study provides a systematic literature review on the current understanding and uncertainties related to
climate change and its impact on slope stability, a critical issue in civil engineering and disaster management.
Climate change disrupts pr... Read More about Current understanding and uncertainties associated with climate change and the impact on slope stability: A systematic literature review.

Reimagining assistive walkers: An exploration of challenges and preferences in older adults (2025)
Presentation / Conference Contribution

The well-being of older adults relies significantly on maintaining balance and mobility. As physical ability declines , older adults often accept the need for assistive devices. However, existing walkers frequently fail to consider user preferences,... Read More about Reimagining assistive walkers: An exploration of challenges and preferences in older adults.

Extending structural causal models for autonomous vehicles to simplify temporal system construction & enable dynamic interactions between agents (2025)
Presentation / Conference Contribution

In this work we aim to bridge the divide between autonomous vehicles and causal reasoning. Autonomous vehicles have come to increasingly interact with human drivers, and in many cases may pose risks to the physical or mental well-being of those they... Read More about Extending structural causal models for autonomous vehicles to simplify temporal system construction & enable dynamic interactions between agents.

Generating causal explanations of vehicular agent behavioural interactions with learnt reward profiles (2025)
Presentation / Conference Contribution

Transparency and explainability are important features that responsible autonomous vehicles should possess, particularly when interacting with humans, and causal reasoning offers a strong basis to provide these qualities. However, even if one assumes... Read More about Generating causal explanations of vehicular agent behavioural interactions with learnt reward profiles.