We present an automated approach to recognize daily activities from the sensor readings of an intelligent home environment. However, as the way to perform an ...
We present an automated approach to recognize daily activities from the sensor readings of an intelligent home environment. However, as the way to perform an ...
An Evolving Fuzzy System (EFS) is a self-developing, self-learning fuzzy rule-based system that have both their parameters but also their struc- ture self- ...
Human Activity Recognition Based on Evolving Fuzzy Systems
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Oct 22, 2024 · We present an automated approach to recognize daily activities from the sensor readings of an intelligent home environment. However, as the way ...
Section 5 details the evolving ADL classifier, which is based on Evolving Fuzzy Systems. Section 6 describes the experimental settings and results obtained.
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Abstract: Environments equipped with intelligent sensors can be of much help if they can recognize the actions or activities of their users.
A new approach to real-time knowledge extraction from streaming data generated by wearable wireless accelerometers based on self-learning evolving fuzzy ...
A new approach to real-time knowledge extraction from streaming data generated by wearable wireless accelerometers based on self-learning evolving fuzzy ...
A new approach to real-time knowledge extraction from streaming data generated by wearable wireless accelerometers based on self-learning evolving fuzzy ...
This paper proposes a new approach for activity recognition using historical activity sequences as model input. The proposed approach is a fusion of a deep ...