Publications

Article

Hinss, Marcel F. and Brock, Anke and Roy, Raphaëlle N.. Cognitive effects of prolonged continuous human-machine interaction: The case for mental state-based adaptive interfaces. (2022) Frontiers in Neuroergonomics, 3. ISSN 2673-6195

Roy, Raphaëlle N. and Hinss, Marcel F. and Darmet, Ludovic and Ladouce, Simon and Jahanpour, Emilie and Somon, Bertille and Xu, Xiaoqi and Drougard, Nicolas and Dehais, Frédéric and Lotte, Fabien. Retrospective on the first passive brain-computer interface competition on cross-session workload estimation. (2022) Frontiers in Neuroergonomics, 3. ISSN 2673-6195

Migliorini, Yannick and Imbert, Jean-Paul and Roy, Raphaëlle N. and Lafont, Alex and Dehais, Frédéric. Degraded States of Engagement in Air Traffic Control. (2022) Safety, 8 (19).

Singh, Gaganpreet and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N.. Mental Workload Estimation Based on Physiological Features for Pilot-UAV Teaming Applications. (2021) Frontiers in Human Neuroscience, 15 (692878). 1-20. ISSN 1662-5161

Gramann, Klaus and McKendrick, Ryan and Baldwin, Carryl and Roy, Raphaëlle N. and Jeunet, Camille and Mehta, Ranjana and Vecchiato, Giovanni. Grand Field Challenges for Cognitive Neuroergonomics in the Coming Decade. (2021) Frontiers in Neuroergonomics, 2 (643969).

Mailliez, Mélody and Battaïa, Olga and Roy, Raphaëlle N.. Scheduling and Rescheduling Operations Using Decision Support Systems: Insights From Emotional Influences on Decision-Making. (2021) Frontiers in Neuroergonomics.

Roy, Raphaëlle N. and Drougard, Nicolas and Gateau, Thibault and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. How Can Physiological Computing Benefit Human-Robot Interaction? (2020) Robotics, 9 (4). 100-124. ISSN 2218-6581

Verdière, Kevin J. and Albert, Mélisande and Dehais, Frédéric and Roy, Raphaëlle N.. Physiological synchrony revealed by delayed coincidence count: Application to a cooperative complex environment. (2020) IEEE Transactions on Human-Machine Systems, 50 (5). 395-404.

Dehais, Frédéric and Lafont, Alex and Roy, Raphaëlle N. and Fairclough, Stephen. A Neuroergonomics Approach to Mental Workload, Engagement and Human Performance. (2020) Frontiers in Neuroscience, 14. 1-17. ISSN 1662-4548

Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric and Drougard, Nicolas. Towards Mixed-Initiative Human–Robot Interaction: Assessment of Discriminative Physiological and Behavioral Features for Performance Prediction. (2020) Sensors, Special issue Human-Machine Interaction and Sensors, 20 (1). 1-20. ISSN 1424-8220

Dehais, Frédéric and Roy, Raphaëlle N. and Scannella, Sébastien. Inattentional deafness to auditory alarms: Inter-individual differences, electrophysiological signature and single trial classification. (2019) Behavioural Brain Research, 360. 51-59. ISSN 0166-4328

Dehais, Frédéric and Duprès, Alban and Blum, Sarah and Drougard, Nicolas and Scannella, Sébastien and Roy, Raphaëlle N. and Lotte, Fabien. Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions. (2019) Sensors, 19 (6). 1-14. ISSN 1424-8220

Guérin-Dugué, Anne and Roy, Raphaëlle N. and Kristensen, Emmanuelle and Rivet, Bertrand and Vercueil, Laurent and Tcherkassof, Anna. Temporal Dynamics of Natural Emotional Facial Expressions Decoding: A study using Event- and Eye Fixation-Related Potentials. (2018) Frontiers in Psychology, 9 (1190). 1-19. ISSN 1664-1078

Verdière, Kevin J. and Roy, Raphaëlle N. and Dehais, Frédéric. Detecting Pilot's Engagement Using fNIRS Connectivity Features in an Automated vs. Manual Landing Scenario. (2018) Frontiers in Human Neuroscience, 12. 1-14. ISSN 1662-5161

Roy, Raphaëlle N. and Bonnet, Stéphane and Charbonnier, Sylvie and Campagne, Aurélie. Efficient Workload Classification based on Ignored Auditory Probes: A Proof of Concept. (2016) Frontiers in Human Neuroscience, 10. 1-12. ISSN 1741-2560

Charbonnier, Sylvie and Roy, Raphaëlle N. and Bonnet, Stephane and Campagne, Aurélie. EEG index for control operators’ mental fatigue monitoring using interactions between brain regions. (2016) Expert Systems with Applications, 52. 91-98. ISSN 0957-4174

Roy, Raphaëlle N. and Charbonnier, Sylvie and Campagne, Aurélie and Bonnet, Stéphane. Efficient mental workload estimation using task-independent EEG features. (2016) Journal of Neural Engineering, 13 (2). 1-10. ISSN 1741-2560

Roy, Raphaëlle N. and Charbonnier, Sylvie and Bonnet, Stéphane. Eye blink characterization from frontal EEG electrodes using source separation and pattern recognition algorithms. (2014) Biomedical Signal Processing and Control, 14. 256-264. ISSN 1746-8094

Conference or Workshop Item

Lefebvre, Maëlis and Bolina Rei, João and Contreras, Elena and Roy, Raphaëlle N. and Peysakhovich, Vsevolod. Body tilt impacts operators’ perception of remote object’s orientation. (2022) In: International Astronautical Congress 2022, 18 September 2022 - 22 September 2022 (Paris, France).

Singh, Gaganpreet and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline. POMDP-based adaptive interaction through physiological computing. (2022) In: Hybrid Human Artificial Intelligence - HHAI2022, 13 June 2022 - 17 June 2022 (Amsterdam, Netherlands).

Shashkova, Elizaveta and Navarro, Grégory and Roy, Raphaëlle N. and Paillet, Alexis and Truntzler, Luc. Study and development of an AI assistant for future Moon and Mars stations. (2022) In: International Astronautical Congress 2022, 18 September 2022 - 22 September 2022 (Paris, France).

Jahanpour, Emilie and Xu, Xiaoqi and Hinss, Marcel F. and Drougard, Nicolas and Roy, Raphaëlle N.. A neuroergonomic approach to performance estimation in a psychomotor vigilance task. (2021) In: Neuroergonomics Conference 2021, 11 September 2021 - 16 September 2021 (Munich, Germany).

Dehais, Frédéric and Vergotte, Grégoire and Drougard, Nicolas and Ferraro, Giuseppe and Somon, Bertille and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N.. AI can fool us humans, but not at the psycho-physiological level: a hyperscanning and physiological synchrony study. (2021) In: IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2021), 17 October 2021 - 20 October 2021 (Virtual event, Australia).

Xu, Xiaoqi and Drougard, Nicolas and Roy, Raphaëlle N.. Dimensionality Reduction via the Laplace-Beltrami Operator: Application to EEG-based BCI. (2021) In: IEEE Neural Engineering Conference, 4 May 2021 - 6 May 2021 (Virtual event, Italy).

Casso, Maria-Isabel and Jeunet, Camille and Roy, Raphaëlle N.. Heading for motor imagery brain-computer interfaces (MI-BCIs) usable out-of-the-lab: Impact of dry electrode setup on classification accuracy. (2021) In: IEEE Neural Engineering Conference, 4 May 2021 - 6 May 2021 (Virtual event, Italy).

Kim, Eishi and Peysakhovich, Vsevolod and Roy, Raphaëlle N.. Impact of communication delay and temporal sensitivity on perceived workload and teleoperation performance. (2021) In: ACM Symposium on Applied Perception, 16 September 2021 - 17 September 2021 (Virtual Event, France).

Lizy-Destrez, Stéphanie and Gil Calle, Eric and Martín Estraña, Verónica and Mimoso, Diogo and Roy, Raphaëlle N. and Peysakhovich, Vsevolod. Impact of isolation on crew performance during the SIRIUS-19 campaign. (2021) In: 23rd International Symposium Humans In Space, 5 April 2021 - 9 April 2021 (Moscow, Russian Federation).

Hinss, Marcel F. and Somon, Bertille and Dehais, Frédéric and Roy, Raphaëlle N.. Open EEG Datasets for Passive Brain-Computer Interface Applications: Lacks and Perspectives. (2021) In: IEEE Neural Engineering Conference, 4 May 2021 - 6 May 2021 (Virtual event, Italy).

Jahanpour, Emilie and Berberian, Bruno and Imbert, Jean-Paul and Roy, Raphaëlle N.. Cognitive fatigue assessment in operational settings: a review and UAS implications. (2020) In: 3rd IFAC Conference on Cyber-Physical & Human-Systems - CPHS 2020, 3 December 2020 - 5 December 2020 (Shanghai, China).

Gil Calle, Eric and Mimoso, Diogo and Pouzin, Norbert and Lizy-Destrez, Stéphanie and Roy, Raphaëlle N.. Correlation analysis of sleep quality, mood and teleoperation performance in the MDRS206 analog mission. (2020) In: 71st International Astronautical Congress - The CyberSPace Edition (IAC 2020), 12 October 2020 - 14 October 2020 (Paris, France).

Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric and Drougard, Nicolas. Mixed-Initiative Human-Automated Agents Teaming: Towards a Flexible Cooperation Framework. (2020) In: 22nd International Conference on Human-Computer Interaction - HCI INTERNATIONAL 2020, 19 July 2020 - 24 July 2020 (Copenhagen, Denmark).

Singh, Gaganpreet and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline. Real-time Eye-Tracking Processing during Pilot-UAV Interaction. (2020) In: The 1st International Workshop on Eye-Tracking in Aviation, 17 March 2020 (Toulouse, France).

Mimoso, Diogo and Gil Calle, Eric and Martin Estrana, Veronica and Lizy-Destrez, Stéphanie and Roy, Raphaëlle N.. Towards Teleoperation Performance and Psychophysiological State Assessment in the SIRIUS-19 Analog Campaign. (2020) In: IAC - The CyberSpace Edition, 12 October 2020 - 14 October 2020 (Paris, France).

Verdière, Kevin J. and Dehais, Frédéric and Roy, Raphaëlle N.. Spectral EEG-based classification for operator dyads workload and cooperation level estimation. (2019) In: IEEE SMC 2019, 6 October 2019 - 9 October 2019 (Bari, Italy).

Dehais, Frédéric and Rida, Imad and Roy, Raphaëlle N. and Iversen, John and Mullen, Tim and Callan, Daniel E.. A pBCI to Predict Attentional Error Before it Happens in Real Flight Conditions. (2019) In: IEEE International Conference on Systems, Man, and Cybernetics - IEEE SMC BMI, 6 October 2019 - 9 October 2019 (Bari, Italy).

Singh, Gaganpreet and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline. Impact of Task Demands on Operator Performance during Pilot-UAVs Interaction. (2019) In: Understanding Human Behaviour in Complex Systems, HFES Europe Conference, 2 October 2019 - 4 October 2019 (Nantes, France). (Unpublished)

Martin Estrana, Veronica and Vagnone, Federica and Roy, Raphaëlle N. and Lizy-Destrez, Stéphanie. TELEOP: Impact of Confinement and Isolation on Crew Performances during Long-Duration Missions. (2019) In: 70th International Astronautical Congress (IAC), 21 October 2019 - 25 October 2019 (Washington D.C., United States).

Singh, Gaganpreet and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline. Towards Multi-UAV and Human Interaction Driving System Exploiting Human Mental State Estimation. (2019) In: 10th International Conference on Bioinformatics Models, Methods and Algorithms, 22 February 2019 - 24 February 2019 (Prague, Czech Republic).

Stephens, Chad and Dehais, Frédéric and Roy, Raphaëlle N. and Harrivel, Angela and Last, Mary Carolyn and Kennedy, Kellie and Pope, Alan. Biocybernetic Adaptation Strategies: Machine awareness of human state for improved operational performance. (2018) In: International Conference on Augmented Cognition, 15 July 2018 - 20 July 2018 (Las Vegas, United States).

Dehais, Frédéric and Roy, Raphaëlle N. and Durantin, Gautier and Gateau, Thibault and Callan, Daniel E.. EEG-engagement index and auditory alarm misperception: an inattentional deafness study in actual flight condition. (2018) In: International Conference on Applied Human Factors and Ergonomics (AHFE 2017), 17 July 2017 - 21 July 2017 (Los Angeles, United States).

Dehais, Frédéric and Duprès, Alban and Di Flumeri, Gianluca and Verdière, Kevin J. and Borghini, Gianluca and Babiloni, Fabio and Roy, Raphaëlle N.. Monitoring pilot’s cognitive fatigue with engagement features in simulated and actual flight conditions using an hybrid fNIRS-EEG passive BCI. (2018) In: IEEE Systems, Man, and Cybernetics Society (SMC 2018), 7 October 2018 - 10 October 2018 (Miyazaki, Japan).

Drougard, Nicolas and Roy, Raphaëlle N. and Scannella, Sébastien and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. Physiological Assessment of Engagement during HRI: Impact of Manual vs Automatic Mode. (2018) In: 2nd International Neuroergonomics Conference, 27 June 2018 - 29 June 2018 (Philadelphia, United States). (Unpublished)

Duprès, Alban and Roy, Raphaëlle N. and Scannella, Sébastien and Dehais, Frédéric. Pre-stimulus EEG engagement ratio predicts inattentional deafness to auditory alarms in realistic flight simulator. (2018) In: 3rd International Mobile Brain/Body Imaging Conference (MOBI 2018), 11 July 2018 - 14 July 2018 (Berlin, Germany).

Senoussi, Mehdi and Verdière, Kevin J. and Bovo, Angela and Ponzoni Carvalho Chanel, Caroline and Dehais, Frédéric and Roy, Raphaëlle N.. Pre-stimulus antero-posterior EEG connectivity predicts performance in a UAV monitoring task. (2017) In: IEEE International Conference on Systems, Man, and Cybernetics (SMC 2017), 5 October 2017 - 8 October 2017 (Banff, Canada).

Poussot-Vassal, Charles and Roy, Raphaëlle N. and Bovo, Angela and Gateau, Thibault and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. A Loewner-based Approach for the Approximation of Engagement-related Neurophysiological Features. (2017) In: The International Federation of Automatic Control (IFAC), 9 July 2017 - 14 July 2017 (Toulouse, France).

Drougard, Nicolas and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric. Mixed-initiative mission planning considering human operator state estimation based on physiological sensors. (2017) In: IROS-2017 workshop on Human-Robot Interaction in Collaborative Manufacturing Environments (HRI-CME), 24 September 2017 (Vancouver, Canada).

Dehais, Frédéric and Fabre, Eve Floriane and Roy, Raphaëlle N.. Cockpit intelligent et interfaces cerveau-machine passives. (2016) In: Digital Intelligence 2016, 4 April 2016 - 6 April 2016 (Laval, Canada). (Unpublished)

Dehais, Frédéric and Roy, Raphaëlle N. and Gateau, Thibault and Scannella, Sébastien. Auditory alarm misperception in the cockpit: a preliminary ERP study to undercover evidences of inattentional deafness. (2016) In: 10th International Conference on Augmented Cognition, 17 July 2016 - 22 July 2016 (Toronto, Canada).

Bovo, Angela and Roy, Raphaëlle N. and Gateau, Thibault and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. Characterization with EEG and eye tracking of the impact of time­on­task on a UAV operator. (2016) In: International Conference on Applied Human Factors and Ergonomics - AHFE 2016, 27 July 2016 - 31 July 2016 (Orlando, Florida, United States).

Charbonnier, Sylvie and Roy, Raphaëlle N. and Doležalová, Radka and Campagne, Aurélie and Bonnet, Stéphane. Estimation of Working Memory Load using EEG Connectivity Measures. (2016) In: International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 21 February 2016 - 23 February 2016 (Rome, Italy).

Roy, Raphaëlle N. and Bovo, Angela and Gateau, Thibault and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. Operator Engagement During Prolonged Simulated UAV Operation. (2016) In: IFAC Conference on Cyber-Physical&Human-Systems, 7 December 2016 - 9 December 2016 (Florianopolis, Brazil).

Roy, Raphaëlle N. and Gateau, Thibault and Bovo, Angela and Dehais, Frédéric and Ponzoni Carvalho Chanel, Caroline. Physiological Markers for UAV Operator Monitoring. (2016) In: 1st International Neuroergonomics Conference, 6 October 2016 - 7 October 2016 (Paris, France).

Roy, Raphaëlle N. and Bonnet, Stéphane and Charbonnier, Sylvie and Jallon, Pierre and Campagne, Aurélie. A comparison of ERP spatial filtering methods for optimal mental workload estimation. (2015) In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 25 August 2015 - 29 August 2015 (Milan, Italy).

Roy, Raphaëlle N. and Bonnet, Stéphane and Charbonnier, Sylvie and Campagne, Aurélie. Enhancing single-trial mental workload estimation through xDAWN spatial filtering. (2015) In: International IEEE EMBS Conference on Neural Engineering, 22 April 2015 - 24 April 2015 (Montpellier, France).

Roy, Raphaëlle N. and Breust, A. and Bonnet, Stéphane and Porcherot, J. and Charbonnier, Sylvie and Godin, C. and Campagne, Aurélie. Influence of Workload on Auditory Evoked Potentials in a Single-stimulus Paradigm. (2015) In: International Conference on Physiological Computing Systems, 11 February 2015 - 13 February 2015 (Angers, France).

Roy, Raphaëlle N. and Charbonnier, Sylvie and Bonnet, Stéphane. Detection of mental fatigue using an active BCI inspired signal processing chain. (2014) In: World Congress The International Federation of Automatic Control, 24 August 2014 - 29 August 2014 (Cape Town, South Africa).

Roy, Raphaëlle N. and Bonnet, Stéphane and Charbonnier, Sylvie and Campagne, Aurélie. Mental fatigue and working memory load estimation: Interaction and implications for EEG-based passive BCI. (2013) In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3 July 2013 - 7 July 2013 (Osaka, Japan).

Roy, Raphaëlle N. and Charbonnier, Sylvie and Campagne, Aurélie. Probing ECG-based mental state monitoring on short time segments. (2013) In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3 July 2013 - 7 July 2013 (Osaka, Japan).

Invited Conference

Singh, Gaganpreet and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline. Cognitive Load Assessment During Human-Multi-UAV Interaction. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Mailliez, Mélody and Battaïa, Olga and Roy, Raphaëlle N.. Dealing with unexpected manufacturing events: Can Decision Support Systems improve operators’performance by decreasing stress and workload? (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Drougard, Nicolas and Vergotte, Grégoire and Ferraro, Giuseppe and Somon, Bertille and Ponzoni Carvalho Chanel, Caroline and Roy, Raphaëlle N. and Dehais, Frédéric. Hyperscan Project: investigate the physiological and neural markers of teammates cooperation. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Lafont, Alex and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline and Enriquez-Geppert, Stefanie and Dehais, Frédéric. Neurofeedback Training of Fronto-medial Theta Oscillations as a Tool to Mitigate Engagement Issues While Flying. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Somon, Bertille and Giebeler, Yasmina and Roy, Raphaëlle N. and Ponzoni Carvalho Chanel, Caroline and Manzey, Dietrich and Dehais, Frédéric. Unobtrusive EEG measures of an oddball paradigm in flight simulator and real flight conditions: A case study. (2020) In: 1st International Conference on Cognitive Aircraft Systems - ICCAS 2020, 18 March 2020 - 19 March 2020 (Toulouse, France). (Unpublished)

Book Section

Somon, Bertille and Roy, Raphaëlle N. and Simonetti, Ilaria and Dehais, Frédéric. Ecological measures of cognitive impairments in aeronautics: theory and application. (2022) In: Current research in Neuroadaptive technology. Elsevier, 117-138. ISBN 978-0-12-821413-8

Lotte, Fabien and Roy, Raphaëlle N.. Brain-Computer Interfaces’ Contributions to Neuroergonomics. (2019) In: Neuroergonomics: The Brain at Work and in Everyday Life. Elsevier, 43-48. ISBN 978-0-12-811926-6

Roy, Raphaëlle N. and Frey, Jérémy. Neurophysiological Markers for Passive Brain-Computer Interfaces. (2016) In: Brain-Computer Interfaces 1. ISTE Editions Ltd, 85-100. ISBN 9781848218260

Patent

Raphaëlle Roy Method, system and computer program for detection and characterisation of ocular blinking by electroencephalography. (2013) EP 3048948 A1 20160803 (FR).