Gianluca Di Flumeri

Pubblicazioni

Titolo Pubblicato in Anno
Cooperation and mental states neurophysiological assessment for pilots’ training and expertise evaluation 2023 IEEE International Workshop on Technologies for Defense and Security (TechDefense) 2023
Validation of a light EEG-based measure for real-time stress monitoring during realistic driving BRAIN SCIENCES 2022
EEG-based index for timely detecting user’s drowsiness occurrence in automotive applications FRONTIERS IN HUMAN NEUROSCIENCE 2022
Air force pilot expertise assessment with regard to mental effort requested during unusual attitude recovery flight training simulations SAFETY 2022
A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory APPLIED SCIENCES 2022
Esports and Visual Attention: Evaluating In-Game Advertising through Eye-Tracking during the Game Viewing Experience BRAIN SCIENCES 2022
Evaluation of a new lightweight EEG technology for translational applications of passive brain-computer interfaces FRONTIERS IN HUMAN NEUROSCIENCE 2022
Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
A Survey on Artificial Intelligence (AI) and eXplainable AI in Air Traffic Management: Current Trends and Development with Future Research Trajectory APPLIED SCIENCES 2022
Forefront Users’ Experience Evaluation by Employing Together Virtual Reality and Electroencephalography: A Case Study on Cognitive Effects of Scents BRAIN SCIENCES 2021
Joint analysis of eye blinks and brain activity to investigate attentional demand during a visual search task BRAIN SCIENCES 2021
A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare SENSORS 2021
Wearable technologies for mental workload, stress, and emotional state assessment during working-like tasks: a comparison with laboratory technologies SENSORS 2021
The sample size matters: to what extent the participant reduction affects the outcomes of a neuroscientific research. A case-study in neuromarketing field SENSORS 2021
The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence SCIENTIFIC REPORTS 2021
Message framing, non-conscious perception and effectiveness in non-profit advertising. Contribution by neuromarketing research INTERNATIONAL REVIEW ON PUBLIC AND NONPROFIT MARKETING 2021
An eeg-based transfer learning method for cross-subject fatigue mental state prediction SENSORS 2021
Low-invasive neurophysiological evaluation of human emotional state on teleworkers Proceedings of the 13th International Joint Conference on Computational Intelligence 2021
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY 2021

ERC

  • LS5_17
  • LS5_18
  • PE6_11
  • PE7_7
  • PE7_9
  • PE7_11
  • SH4_5

KET

  • Life-science technologies & biotechnologies

Interessi di ricerca

Acquisition and analysis of human biosignals (EEG, ECG, EOG, Skin Conductance, Eye-Tracking), with the aim of investigating neurophysiological correlations with human cognitive phenomena. The outcome is the development of synthetic neurometrics of specific and relevant mental states, such as mental workload, vigilance, stress, and so on. In particular, the research is aimed to relevant applications of these neurometrics, such as the Human Factor evaluation in operational environments (aviation, automotive, robot-assisted surgery), and the development of advanced Human-Machine Interfaces. The final goal is to achieve new frontiers of augmented and collaborative Human-Machine Interaction in user-centred operational environments, in order to guarantee user's wellbeing as well as higher efficiency and safety standards.

Keywords

bioengineering
cognitive neuroscience
Biomedical Engineering
Neuroergonomics
Human factors
Mental states assessment
biometric signal processing
behavioral neurophysiology
Brain computer interface
machine learning
Physiological systems modeling - Multivariate signal processing

Gruppi di ricerca

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma