| A Neuroergonomics Approach to Mental Workload, Engagement and Human Performance F Dehais, A Lafont, RN Roy, S Fairclough Frontiers in Neuroscience 14, 268, 2020 | 317 | 2020 |
| Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions F Dehais, A Duprès, S Blum, N Drougard, S Scannella, RN Roy, F Lotte Sensors 19 (16), 2019 | 216 | 2019 |
| Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI F Dehais, A Dupres, G Di Flumeri, K Verdiere, G Borghini, F Babiloni, ... 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 190 | 2018 |
| Mental fatigue and working memory load estimation: interaction and implications for EEG-based passive BCI RN Roy, S Bonnet, S Charbonnier, A Campagne 2013 35th annual international conference of the IEEE Engineering in …, 2013 | 188 | 2013 |
| Efficient mental workload estimation using task-independent EEG features RN Roy, S Charbonnier, A Campagne, S Bonnet Journal of Neural Engineering 13 (2), 2016 | 155 | 2016 |
| EEG index for control operators’ mental fatigue monitoring using interactions between brain regions S Charbonnier, RN Roy, S Bonnet, A Campagne Expert Systems with Applications 52, 91-98, 2016 | 143 | 2016 |
| Detecting pilot's engagement using fNIRS connectivity features in an automated vs manual landing scenario KJ Verdière, RN Roy, F Dehais Frontiers in Human Neuroscience 12, 6, 2018 | 101 | 2018 |
| Inattentional deafness to auditory alarms: Inter-individual differences, electrophysiological signature and single trial classification F Dehais, RN Roy, S Scannella Behavioural brain research 360, 51-59, 2019 | 93 | 2019 |
| Eye blink characterization from frontal EEG electrodes using source separation and pattern recognition algorithms RN Roy, S Charbonnier, S Bonnet Biomedical Signal Processing and Control 14, 256-264, 2014 | 68 | 2014 |
| How Can Physiological Computing Benefit Human-Robot Interaction? RN Roy, N Drougard, T Gateau, F Dehais, C Chanel Robotics 9 (4), 100, 2020 | 66 | 2020 |
| Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications MF Hinss, E Jahanpour, B Somon, L Pluchon, F Dehais, RN Roy Scientific Data 10 (85), 2023 | 56 | 2023 |
| Brain–Computer Interface Contributions to Neuroergonomics F Lotte, RN Roy Neuroergonomics, 43-48, 2019 | 52 | 2019 |
| Topological data analysis as a new tool for EEG processing X Xu, N Drougard, RN Roy Frontiers in Neuroscience 15, 1466, 2021 | 50 | 2021 |
| Mental workload estimation based on physiological features for pilot-UAV teaming applications G SINGH, CPC Chanel, RN Roy Frontiers in Human Neuroscience 15, 478, 2021 | 48 | 2021 |
| EEG-engagement index and auditory alarm misperception: an inattentional deafness study in actual flight condition F Dehais, RN Roy, G Durantin, T Gateau, D Callan International Conference on Applied Human Factors and Ergonomics, 227-234, 2017 | 48 | 2017 |
| Efficient workload classification based on ignored auditory probes: A proof of concept RN Roy, S Bonnet, S Charbonnier, A Campagne Frontiers in Human Neuroscience 10 (519), 2016 | 42 | 2016 |
| Towards Mixed-Initiative Human–Robot Interaction: Assessment of Discriminative Physiological and Behavioral Features for Performance Prediction CPC Chanel, RN Roy, F Dehais, N Drougard Sensors 20 (1), 296, 2020 | 41 | 2020 |
| A pBCI to Predict Attentional Error Before it Happens in Real Flight Conditions F Dehais, I Rida, RN Roy, J Iversen, T Mullen, D Callan 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 37 | 2019 |
| Retrospective on the first passive brain-computer interface competition on cross-session workload estimation RN Roy, MF Hinss, L Darmet, S Ladouce, ES Jahanpour, B Somon, X Xu, ... Frontiers in Neuroergonomics 3, 2022 | 36 | 2022 |
| Cognitive effects of prolonged continuous human-machine interaction: the case for mental state-based adaptive interfaces MF Hinss, AM Brock, RN Roy Frontiers in Neuroergonomics, 26, 2022 | 36 | 2022 |
Frédéric DehaisProfessor at ISAE SUPAERO, Neuroergonomics Center,TMBIVerified email at isae.fr
