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Author

Ian Cleland

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Book Open access Oct 2026

Lumina: A Multimodal DT Framework for Context-Aware Wellbeing Monitoring and Personalized Intervention

The increasing availability of personal health and behavioral data has created new opportunities for digital wellbeing monitoring. However, existing systems remain fragmented, often focusing on isolated dimensions and lacking a unified and dynamic representation of the individual. In this paper, we present "Learning, U...

Domenico Rossi, L. Fiore, Alessia Auriemma Citarella et al. · 0 citations
Open access 2026

Recommendation: How to Use Synthetic Data in Machine Learning or Decision Support

The impact of balancing real and SD is examined and some recommendations that researchers can further utilise to improve the ML model’s training process are provided and which approaches to adopt are considered.

Majid Liaquat, Chris D. Nugent, I. Cleland et al. · 0 citations

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