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Ontology-based Learning Framework for Activity Assistance in an Adaptive Smart Home
(Atlantis Press, 2011-05)
Activity and behaviour modelling are significant for activity recognition and personalized assistance, respectively, in smart home based assisted living. Ontology-based activity and behaviour modelling is able to leverage ...
Time Handling for Real-time Progressive Activity Recognition
In a dense sensor-based smart home (SH), a significant challenge is to segment the sensor data stream in real-time to continuously support progressive activity recognition (AR). In this paper, we evaluate an approach that ...
A Systematic Approach to Adaptive Activity Modeling and Discovery in Smart Homes
Activity modelling and discovery plays a critical role in smart home based assisted living. Existing approaches to pattern recognition using data-intensive analysis suffers from various drawbacks. To address these shortcomings, ...