Gianluca Di Flumeri

Pubblicazioni

Titolo Pubblicato in Anno
Narrowband analysis for the mental workload assessment Abstract book of the annual meeting of human brain mapping organization 2019
How neurophysiological measures can be used to enhance the evaluation of remote tower solutions FRONTIERS IN HUMAN NEUROSCIENCE 2019
Consumer behaviour through the eyes of neurophysiological measures: state-of-the-art and future trends COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2019
On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task Human Mental Workload: Models and Applications 2019
Brain–Computer Interface-Based Adaptive Automation to Prevent Out-Of-The-Loop Phenomenon in Air Traffic Controllers Dealing With Highly Automated Systems FRONTIERS IN HUMAN NEUROSCIENCE 2019
EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control Communications in Computer and Information Science 2019
EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems Communications in Computer and Information Science 2019
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers’ Mental Workload Classification Communications in Computer and Information Science 2019
EEG-Based Mental Workload Assessment During Real Driving Neuroergonomics The Brain at Work and in Everyday Life 2019
Passive BCI beyond the lab: Current trends and future directions PHYSIOLOGICAL MEASUREMENT 2018
Neurophysiological Responses to Different Product Experiences COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2018
EEG-based mental workload neurometric to evaluate the impact of different traffic and road conditions in real driving settings FRONTIERS IN HUMAN NEUROSCIENCE 2018
Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST 2018
Transparency and reliability in neuromarketing research Ethics and Neuromarketing: Implications for Market Research and Business Practice 2017
Passive BCI in operational environments: insights, recent advances and future trends IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2017
Human Factors and Neurophysiological Metrics in Air Traffic Control: a Critical Review IEEE REVIEWS IN BIOMEDICAL ENGINEERING 2017
EEG-based cognitive control behaviour assessment: an ecological study with professional air traffic controllers SCIENTIFIC REPORTS 2017
A new perspective for the training assessment: Machine learning-based neurometric for augmented user's evaluation FRONTIERS IN NEUROSCIENCE 2017
Brain interaction during cooperation: Evaluating local properties of multiple-brain network BRAIN SCIENCES 2017

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

Progetti di Ricerca

Gruppi di ricerca

NEUROSCIENCE FOR AVIATION, AEROSPACE, DEFENCE AND HEALTH

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