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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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Principais autores: Vishalini Vijayananth, Thinagaran Perumal, Erzam Marlisah
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2026-01-01
coleção:IEEE Access
Assuntos:
Explainable AI (XAI)
Internet of Things (IoT)
local interpretable model-agnostic explanations (LIME)
multi-resident human activity recognition
smart homes
transformer
Acesso em linha:https://ieeexplore.ieee.org/document/11372702/
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