Monitoring devices for overall FITness of Drivers

Livrables

Includes the strategy for the Communication and dissemination plan Including all relevant stakeholders Several updates of this report are expected during the project in M 122442 Refers to 72

Report with lessons learnt from other projects and collaboration

Initial contact and report will be done in M6 so other projects could participate in Fitdrive activities if interested and a final report will be provided in M40 with the final activities that have taken place Refers to T72

"FITDrive Diary"" (Activity Record Diary)"

Includes the information required for the classification of professional driving roles and associated fatigue This refers to T21

Project identity

It includes the logo and templates for printed and digital dissemination material Refers to task 71

Test Operational Manual

A document which includes the steps for the different tests to be developed and the participants and all the information required for the validation of the system in the different environments Refers to task 51

Project website and social media

Project website, and media groups created. Refers to task 7.1

Publications

Unsupervised Detection of Covariate Shift Due to Changes in EEG Headset Position: Towards an Effective Out-of-Lab Use of Passive Brain–Computer Interface

Auteurs: Daniele Germano, Nicolina Sciaraffa, Vincenzo Ronca, Andrea Giorgi, Giacomo Trulli, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni and Pietro Aricò
Publié dans: Applied Sciences, Numéro 13, No. 23, 2023, Page(s) 12800, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app132312800

Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving

Auteurs: Nicolina Sciaraffa; Gianluca Di Flumeri; Daniele Germano; Andrea Giorgi; Antonio Di Florio; Gianluca Borghini; Alessia Vozzi; Vincenzo Ronca; Rodrigo Varga; Marteyn van Gasteren; Fabio Babiloni; Pietro Aricò
Publié dans: Brain Sciences, Numéro 12, No. 3, 2022, Page(s) 304, ISSN 2076-3425
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci12030304

Time-Dependent Analysis of Human Neurophysiological Activities during an Ecological Olfactory Experience

Auteurs: Vozzi, Alessia; Martinez Levy, Ana; Ronca, Vincenzo; Giorgi, Andrea; Ferrara, Silvia; Mancini, Marco; Capotorto, Rossella; Cherubino, Patrizia; Trettel, Arianna; Babiloni, Fabio; Di Flumeri, Gianluca
Publié dans: Brain Sciences, Numéro 13, No. 9, 2023, Page(s) 1242, ISSN 2076-3425
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci13091242

EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications

Auteurs: Gianluca Di Flumeri; Gianluca Di Flumeri; Vincenzo Ronca; Vincenzo Ronca; Andrea Giorgi; Andrea Giorgi; Alessia Vozzi; Alessia Vozzi; Pietro Aricò; Pietro Aricò; Nicolina Sciaraffa; Hong Zeng; Guojun Dai; Wanzeng Kong; Fabio Babiloni; Fabio Babiloni; Fabio Babiloni; Gianluca Borghini; Gianluca Borghini
Publié dans: EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications, Numéro 8, 2022, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2022.866118

A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges,Gaps and Future Directions

Auteurs: ARNAB BARUA , MOBYEN UDDIN AHMED , AND SHAHINA BEGUM
Publié dans: IEEE Access, Numéro vol. 11, 2023, Page(s) pp. 14804-14831, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3243854

Neurophysiological Evaluation of Students’ Experience during Remote and Face-To-Face Lessons. A Case Study at Driving School

Auteurs: Simonetti, Ilaria; Tamborra, Luca; Giorgi, Andrea; Ronca, Vincenzo; Vozzi, Alessia; Aricò, Pietro; Borghini, Gianluca; Sciaraffa, Nicolina; Trettel, Arianna; Babiloni, Fabio; Picardi, Manuel; Di Flumeri, Gianluca
Publié dans: Brain Sciences, Numéro 13, No. 1, 2022, Page(s) 95, ISSN 2076-3425
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)

Wearable Technologies for Electrodermal and Cardiac Activity measurements: a Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+

Auteurs: Ronca, Vincenzo; Martinez-Levy, Ana C.; Vozzi, Alessia; Giorgi, Andrea; Aricò, Pietro; Capotorto, Rossella; Borghini, Gianluca; Babiloni, Fabio; Di Flumeri, Gianluca
Publié dans: Sensors, Numéro 23, No. 13, 2023, Page(s) 5847, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)

Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces

Auteurs: Nicolina Sciaraffa; Gianluca Di Flumeri; Gianluca Di Flumeri; Daniele Germano; Andrea Giorgi; Andrea Giorgi; Antonio Di Florio; Gianluca Borghini; Gianluca Borghini; Alessia Vozzi; Alessia Vozzi; Vincenzo Ronca; Vincenzo Ronca; Fabio Babiloni; Fabio Babiloni; Fabio Babiloni; Pietro Aricò; Pietro Aricò; Pietro Aricò
Publié dans: Frontiers in Human Neuroscience, Numéro 6, 2022, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2022.901387

A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees

Auteurs: Di Flumeri, G.; Giorgi, A.; Germano, D.; Ronca, V.; Vozzi, A.; Borghini, G.; Tamborra, L.; Simonetti, I.; Capotorto, R.; Ferrara, S.; Sciaraffa, N., Babiloni, B. , and Aricò, P.
Publié dans: Sensors, Numéro 23, No. 20, 2023, Page(s) 8389, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23208389

Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data

Auteurs: Barua A., Uddin Ahmed M., Barua S., Begum S. and Giorgi A.
Publié dans: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, Numéro Volume 2: ICAART; pages 561-572, 2024, Page(s) pages 561-572, ISSN 2184-4992
Éditeur: SCITEPRESS
DOI: 10.5220/0012466500003636

Neuroscientific Methods for Exploring User Perceptions While Dealing With Mobile Advertising: A Novel and Integrated Approach

Auteurs: Marco Mancini; Marco Mancini; Patrizia Cherubino; Patrizia Cherubino; Gianluca di Flumeri; Gianluca di Flumeri; Giulia Cartocci; Giulia Cartocci; Ana Martinez; Ana Martinez; Alessandro Sanchez; Chiara Santillo; Enrica Modica; Alessia Vozzi; Alessia Vozzi; Vincenzo Ronca; Vincenzo Ronca; Arianna Trettel; Gianluca Borghini; Gianluca Borghini; Fabio Babiloni; Fabio Babiloni; Fabio Babiloni
Publié dans: Frontiers in Neuroergonomics, Numéro Volume 3 - 2022, 2022, ISSN 2673-6195
Éditeur: Frontiers in neuroergonomics
DOI: 10.3389/fnrgo.2022.835648

Air Force Pilot Expertise Assessment during Unusual Attitude Recovery Flight

Auteurs: Gianluca Borghini; Pietro Aricò; Gianluca Di Flumeri; Vincenzo Ronca; Andrea Giorgi; Nicolina Sciaraffa; Claudio Conca; Simone Stefani; Paola Verde; Angelo Landolfi; Roberto Isabella; Fabio Babiloni
Publié dans: Safety, Numéro Volume 8; Numéro 2, 2022, Page(s) 38, ISSN 2313-576X
Éditeur: MDPI
DOI: 10.3390/safety8020038

Multi-scale Data Fusion and Machine Learning for Vehicle Manoeuvre Classification

Auteurs: Arnab BaruaMobyen Uddin AhmedMobyen Uddin AhmedShahina Begum
Publié dans: 2023 IEEE 13th International Conference on System Engineering and Technology (ICSET), 2023, Page(s) 296-301
Éditeur: IEEE
DOI: 10.1109/icset59111.2023.10295109

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