Evaluation of the Impact of Data Uncertainty on the Prediction of Physiological Patient Deterioration
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2853701
Abstract: In this paper, we investigate the impact of data uncertainty on the prediction of a vital sign of abnormalities. We analyze the evolution of mean arterial blood pressure (MAP) and heart rate (HR) vital signs… read more here.
Keywords: data uncertainty; uncertainty; impact data; uncertainty prediction ... See more keywords
Neural Network Based Uncertainty Prediction for Autonomous Vehicle Application
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2019.00012
Abstract: This paper proposes a framework for uncertainty prediction in complex fusion networks, where signals become available sporadically. Assuming there is no information of the sensor characteristics available, a surrogated model of the sensor uncertainty is… read more here.
Keywords: autonomous vehicle; neural network; uncertainty prediction; uncertainty ... See more keywords
Assessing the Performance of the Multi-Beam Echo-Sounder Bathymetric Uncertainty Prediction Model
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10134671
Abstract: Realistic predictions of the contribution of the various sources affecting the quality of the bathymetric measurements prior to a survey are of importance to ensure sufficient accuracy of the soundings. To this end, models predicting… read more here.
Keywords: uncertainty prediction; prediction model; model; performance ... See more keywords