Gianluca Di Flumeri

Pubblicazioni

Titolo Pubblicato in Anno
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
How the workload impacts on cognitive cooperation: A pilot study 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2017
Hedonic editing and order effect in decision-making with neurometric evaluation Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBSIEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS 2017
Marketing Meets Neuroscience: Useful Insights for Gender Subgroups During the Observation of TV Ads Applying Neuroscience to Business Practice 2017
EEG-based Approach-Withdrawal index for the pleasantness evaluation during taste experience in realistic settings Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBSIEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS 2017
An eye tracking index for the salience estimation in visual stimuli Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBSPROCEEDINGS OF THE IEEE 2017
Evaluation of different cochlear implants in unilateral hearing patients during word listening tasks: A brain connectivity study Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBSPROCEEDINGS OF THE IEEE 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

Gruppi di ricerca

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