Patient activity recognition using radar sensors and machine learning G Bhavanasi, L Werthen-Brabants, T Dhaene, I Couckuyt Neural Computing and Applications 34 (18), 16033-16048, 2022 | 27 | 2022 |
Split BiRNN for real-time activity recognition using radar and deep learning L Werthen-Brabants, G Bhavanasi, I Couckuyt, T Dhaene, D Deschrijver Scientific Reports 12 (1), 7436, 2022 | 8 | 2022 |
Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning L Werthen-Brabants, T Dhaene, D Deschrijver Energy and Buildings 270, 112282, 2022 | 7 | 2022 |
Ground truth extraction & transition analysis of DJ mixes L Werthen-Brabants Ghent University, Ghent, Belgium, 2018 | 4 | 2018 |
Open-Set Patient Activity Recognition With Radar Sensors and Deep Learning G Bhavanasi, L Werthen-Brabants, T Dhaene, I Couckuyt IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023 | 2 | 2023 |
Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size Y Castillo-Escario, L Werthen-Brabants, W Groenendaal, D Deschrijver, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 2 | 2022 |
Quantifying uncertainty in real time with split BiRNN for radar human activity recognition L Werthen-Brabants, G Bhavanasi, I Couckuyt, T Dhaene, D Deschrijver 2022 19th European Radar Conference (EuRAD), 173-176, 2022 | 1 | 2022 |
Reliable assessment of uncertainty for appliance recognition in NILM using conformal prediction L Werthen‐Brabants, T Dhaene, D Deschrijver Electronics Letters 59 (18), e12860, 2023 | | 2023 |
Quantifying Uncertainty and Improving Reliability of Time-Series Based Deep Learning Models L Werthen-Brabants Ghent University, 2023 | | 2023 |
Tailoring Radar-Based Patient Monitoring Models to Real-Life Needs using Utility Maximization L Vincent-De Sloover, L Werthen-Brabants, G Bhavanasi, T Dhaene, ... 2022 19th European Radar Conference (EuRAD), 1-4, 2022 | | 2022 |
Machine-learning-based prediction of disability progression in multiple sclerosis: an observational, international, multi-center study E De Brouwer, T Becker, L Werthen-Brabants, P Dewulf, D Iliadis, ... MedRXiv, 2022.09. 08.22279617, 2022 | | 2022 |