Gianluca Di Flumeri

According to our database, Gianluca Di Flumeri authored at least 45 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study.

Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

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

Gianluca Di Flumeri, Andrea Giorgi, Daniele Germano, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Luca Tamborra, Ilaria Simonetti, Rossella Capotorto, Silvia Ferrara, Nicolina Sciaraffa, Fabio Babiloni, Pietro Aricò

Sensors, October, 2023

Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving.

Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Pietro Aricò, Gianluca Borghini, Rossella Capotorto, Luca Tamborra, Ilaria Simonetti, Simone Sportiello, Marco Petrelli, Carlo Polidori, Rodrigo Varga, Marteyn van Gasteren, Arnab Barua, Mobyen Uddin Ahmed, Fabio Babiloni, Gianluca Di Flumeri

Frontiers Neurorobotics, August, 2023

Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+.

Vincenzo Ronca, Ana C. Martinez Levy, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Rossella Capotorto, Gianluca Borghini, Fabio Babiloni, Gianluca Di Flumeri

Sensors, July, 2023

2022

Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving.

Vincenzo Ronca, Gianluca Di Flumeri, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Nicolina Sciaraffa, Fabio Babiloni, Gianluca Borghini

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study.

Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonello Di Florio, Vincenzo Ronca, Andrea Giorgi, Lorenzo Mezzadri, Renzo Gasparini, Roberto Tartaglino, Arianna Trettel, Fabio Babiloni

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction.

Hong Zeng, Xiufeng Li, Gianluca Borghini, Yue Zhao, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Wael Zakaria, Wanzeng Kong, Fabio Babiloni

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.

Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni, Gianluca Di Flumeri

Sensors, 2021

A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare.

Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini

Sensors, 2021

Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies.

Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini

Sensors, 2021

Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers.

Vincenzo Ronca, Gianluca Di Flumeri, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Luca Tamborra, Ilaria Simonetti, Antonello Di Florio, Fabio Babiloni, Gianluca Borghini

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis.

Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Contactless Physiological Assessment of Mental Workload During Teleworking-like Task.

Vincenzo Ronca, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Fabio Babiloni, Gianluca Borghini

Proceedings of the Human Mental Workload: Models and Applications, 2020

Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers.

Gianluca Borghini, Andrea Bandini, Silvia Orlandi, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Vincenzo Ronca, Stefano Bonelli, Martina Ragosta, Paola Tomasello, Ugur Turhan, Birsen Açikel, Ali Ozan, Jean-Paul Imbert, Géraud Granger, Raïlane Benhacène, Fabrice Drogoul, Fabio Babiloni

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Assessment of Athletes' Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions.

Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Fabio Babiloni

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability.

Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni

Sensors, 2019

Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment.

Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Fabio Babiloni

Sensors, 2019

Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends.

Patrizia Cherubino, Ana C. Martinez Levy, Myriam Caratù, Giulia Cartocci, Gianluca Di Flumeri, Enrica Modica, Dario Rossi, Marco Mancini, Arianna Trettel

Comput. Intell. Neurosci., 2019

On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task.

Nicolina Sciaraffa, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Antonio Di Florio, Fabio Babiloni

Proceedings of the Human Mental Workload: Models and Applications, 2019

Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification.

Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri

Proceedings of the Human Mental Workload: Models and Applications, 2019

EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems.

Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni

Proceedings of the Human Mental Workload: Models and Applications, 2019

EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control.

Ennia Mariapaola Acerra, Margherita Pazzini, Navid Ghasemi, Valeria Vignali, Claudio Lantieri, Andrea Simone, Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Paola Lanzi, Fabio Babiloni

Proceedings of the Human Mental Workload: Models and Applications, 2019

Involving Hearing, Haptics and Kinesthetics into Non-visual Interaction Concepts for an Augmented Remote Tower Environment.

Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019

Investigating Multimodal Augmentations Contribution to Remote Control Tower Contexts for Air Traffic Management.

Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks.

Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Stefano Bonelli, Fabrice Drogoul, Alessia Vozzi, Vincenzo Ronca, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Neurophysiological Responses to Different Product Experiences.

Enrica Modica, Giulia Cartocci, Dario Rossi, Ana C. Martinez Levy, Patrizia Cherubino, Anton Giulio Maglione, Gianluca Di Flumeri, Marco Mancini, Marco Montanari, Davide Perrotta, Paolo Di Feo, Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Fabio Babiloni

Comput. Intell. Neurosci., 2018

Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI.

Frédéric Dehais, Alban Duprès, Gianluca Di Flumeri, Kevin J. Verdiere, Gianluca Borghini, Fabio Babiloni, Raphaëlle N. Roy

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers.

Pietro Aricò, Maxime Reynal, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Enea Pavone, Alexandru C. Telea, Fabio Babiloni

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends.

Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Alfredo Colosimo, Fabio Babiloni

IEEE Trans. Biomed. Eng., 2017

Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport.

Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri

Proceedings of the Internet of Things (IoT) Technologies for HealthCare, 2017

MINIMA Project: Detecting and Mitigating the Negative Impact of Automation.

Bruno Berberian, Oliver Ohneiser, Francesca De Crescenzio, Fabio Babiloni, Gianluca Di Flumeri, Andreas Hasselberg

Proceedings of the Engineering Psychology and Cognitive Ergonomics: Performance, Emotion and Situation Awareness, 2017

Hedonic editing and order effect in decision-making with neurometric evaluation.

Wenting Yang, Jianhong Ma, Anton Giulio Maglione, Gianluca Di Flumeri, Enrica Modica, Marino Bonaiuto, Fabio Babiloni

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

How the workload impacts on cognitive cooperation: A pilot study.

Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Jlenia Toppi, Alfredo Colosimo, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An eye tracking index for the salience estimation in visual stimuli.

Dario Rossi, Anton Giulio Maglione, Enrica Modica, Gianluca Di Flumeri, Isotta Venuti, Ambra Brizi, Alfredo Colosimo, Fabio Babiloni, Giulia Cartocci

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Evaluation of different cochlear implants in unilateral hearing patients during word listening tasks: A brain connectivity study.

Anton Giulio Maglione, Giulia Cartocci, Enrica Modica, Dario Rossi, Alfredo Colosimo, Gianluca Di Flumeri, Ambra Brizi, Isotta Venuti, Maria Zinfollino, Paolo Malerba, Nicola Quaranta, Fabio Babiloni

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

EEG-based Approach-Withdrawal index for the pleasantness evaluation during taste experience in realistic settings.

Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Arianna Trettel, Fabio Babiloni, Alfredo Colosimo, María Trinidad Herrero Ezquerro

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Applications in cochlear implants and avionic: Examples of how neurometric measurements of the human perception could help the choice of appropriate human-machine interaction solutions beyond behavioral data .

Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Paolo Malerba, Gianluca Borghini, Gianluca Di Flumeri, Pietro Aricò, Fabio Babiloni

PsychNology J., 2016

Gender and Age Related Effects While Watching TV Advertisements: An EEG Study.

Giulia Cartocci, Patrizia Cherubino, Dario Rossi, Enrica Modica, Anton Giulio Maglione, Gianluca Di Flumeri, Fabio Babiloni

Comput. Intell. Neurosci., 2016

A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel.

Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Alfredo Colosimo, Fabio Babiloni

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Neurophysiological measures for users' training objective assessment during simulated robot-assisted laparoscopic surgery.

Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Alfredo Colosimo, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments.

Gianluca Di Flumeri, Gianluca Borghini, Pietro Aricò, Alfredo Colosimo, Simone Pozzi, Stefano Bonelli, Alessia Golfetti, Wanzeng Kong, Fabio Babiloni

Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Mental workload estimations in unilateral deafened children.

Giulia Cartocci, Anton Giulio Maglione, Giovanni Vecchiato, Gianluca Di Flumeri, Alfredo Colosimo, Alessandro Scorpecci, Pasquale Marsella, Sara Giannantonio, Paolo Malerba, Gianluca Borghini, Pietro Aricò, Fabio Babiloni

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Avionic technology testing by using a cognitive neurometric index: A study with professional helicopter pilots.

Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Serenella Salinari, Alfredo Colosimo, Stefano Bonelli, Linda Napoletano, Ana Ferreira, Fabio Babiloni

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks.

Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Alfredo Colosimo, Ilenia Graziani, Jean-Paul Imbert, Géraud Granger, Raïlene Benhacène, Michela Terenzi, Simone Pozzi, Fabio Babiloni

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

An electroencephalographic Peak Density Function to detect memorization during the observation of TV commercials.

Giovanni Vecchiato, Gianluca Di Flumeri, Anton Giulio Maglione, Patrizia Cherubino, Wanzeng Kong, Arianna Trettel, Fabio Babiloni

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014