Making ‘black-box’ machine learning easily understandable and useable by domain experts in order to make high quality decisions confidently.
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Transparent Machine Learning
Research Interests
- Human-Centred AI
- AI Ethics
- AI Fairness
- AI Explainability
- Machine Learning
- Cognitive and Emontional Computing (Eye-tracking, GSR, BVP)
- Human-Computer Interaction
- Visual Analytics
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Trust Measurement
Trust is defines trust as “the attitude that an agent will help achieve an individual’s goals in a situation characterized
by uncertainty and vulnerability” (Lee and See 2004).
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Multimodal Cognitive Load Measurement
Cognitive load (CL) refers to the amount of mental demand imposed on a user by a particular task,
and has been associated with the limited capacity of working memory and the ability to process novel information.
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Data Visual Analytics
Visual analytics of time series and volume data
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Spatial Augmented Reality
Spatial Augmented Reality (SAR) employs data projectors to superimpose computer generated virtual objects directly onto physical objects’ surfaces. The user then views and interacts with the digital information directly projected onto the surfaces within a workspace in a natural manner. SAR has been employed in a number of application domains,...
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