Transformer-Based Explainable Framework for Human Activity Recognition in IoT-Enabled Smart Homes

The growing integration of the Internet of Things (IoT) devices in smart homes has enabled applications in comfort, energy efficiency, healthcare, and security. A key enabler of these applications is Human Activity Recognition (HAR), which enables smart systems to understand residents’ activi...

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Autors principals:	Vishalini Vijayananth, Thinagaran Perumal, Erzam Marlisah
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2026-01-01
Col·lecció:	IEEE Access
Matèries:	Explainable AI (XAI) Internet of Things (IoT) local interpretable model-agnostic explanations (LIME) multi-resident human activity recognition smart homes transformer
Accés en línia:	https://ieeexplore.ieee.org/document/11372702/
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