37 citations
- methodS in Patient-centered outcomes and HEalth ResEarch7 papers
- Université Paris CitéFR5 papers
- University of BristolGB5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Université Paris DiderotFR4 papers
- Délégation Paris 7FR2 papers
- Aarhus UniversityDK1 paper
- Astrophysique, Instrumentation et ModélisationFR1 paper
- Australian Astronomical ObservatoryAU1 paper
- Australian National UniversityAU1 paper
- California Institute of TechnologyUS1 paper
- Canada–France–Hawaii TelescopeUS1 paper
6 papers · 1 filter
Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks
Michal Kozlowski, Ryan McConville, Raul Santos-Rodriguez +1
As sensor networks for health monitoring become more prevalent, so will the need to control their usage and consumption of energy. This paper presents a method which leverages the…
DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph
Rory Smith, Tilo Burghardt
This paper describes DeepKey, an end-to-end deep neural architecture capable of taking a digital RGB image of an 'everyday' scene containing a pin tumbler key (e.g. lying on a tabl…
Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable
Ryan McConville, Gareth Archer, Ian Craddock +4
In this paper we study the prediction of heart rate from acceleration using a wrist worn wearable. Although existing photoplethysmography (PPG) heart rate sensors provide reliable…
Non-Parametric Calibration of Probabilistic Regression
Hao Song, Meelis Kull, Peter Flach
The task of calibration is to retrospectively adjust the outputs from a machine learning model to provide better probability estimates on the target variable. While calibration has…
A Guide to the SPHERE 100 Homes Study Dataset
Atis Elsts, Tilo Burghardt, Dallan Byrne +18
The SPHERE project has developed a multi-modal sensor platform for health and behavior monitoring in residential environments. So far, the SPHERE platform has been deployed for dat…
Action Completion: A Temporal Model for Moment Detection
Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen
We introduce completion moment detection for actions - the problem of locating the moment of completion, when the action's goal is confidently considered achieved. The paper propos…