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08/03/2023
Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting
Parkinson's disease (PD) is a slowly progressive, debilitating neurodege...
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02/06/2023
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations
In supervised learning, low quality annotations lead to poorly performin...
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07/14/2022
Inertial Hallucinations – When Wearable Inertial Devices Start Seeing Things
We propose a novel approach to multimodal sensor fusion for Ambient Assi...
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05/12/2022
Multimodal Indoor Localisation for Measuring Mobility in Parkinson's Disease using Transformers
Parkinson's disease (PD) is a slowly progressive debilitating neurodegen...
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07/03/2020
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data
There is a pressing need to automatically understand the state and progr...
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08/16/2019
N2D:(Not Too) Deep clustering via clustering the local manifold of an autoencoded embedding
Deep clustering has increasingly been demonstrating superiority over con...
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06/25/2018
Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable
In this paper we study the prediction of heart rate from acceleration us...
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05/30/2018
A Guide to the SPHERE 100 Homes Study Dataset
The SPHERE project has developed a multi-modal sensor platform for healt...
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02/04/2017
Probabilistic Sensor Fusion for Ambient Assisted Living
There is a widely-accepted need to revise current forms of health-care p...
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07/27/2016