Gianluca Di Flumeri

50 papers B 1C 1Journal 19Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond the lab: real-world benchmarking of wearable EEGs for passive brain-computer interfaces. Brain Informatics Vincenzo Ronca, Marianna Cecchetti, Rossella Capotorto, Gianluca Di Flumeri, Andrea Giorgi, Daniele Germano, Gianluca Borghini, Fabio Babiloni, Pietro Aricò
2026	J	`jnl`	Explainable artificial intelligence in air traffic control: effects of expertise on workload, acceptance, and usage intentions. Brain Informatics Giulia Cartocci, Alexandre Veyrie, Nicola Cavagnetto, Christophe Hurter, Augustin Degas, Ana Ferreira, Mobyen Uddin Ahmed, Shahina Begum, Shaibal Barua, Bianca Maria Serena Inguscio, Vincenzo Ronca, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
2025	J	`jnl`	Editorial: Brain-inspired autonomous driving. Frontiers Neurorobotics Elishai Ezra Tsur, Gianluca Di Flumeri, Hadar Cohen Duwek
2024	J	`jnl`	Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment. Frontiers Neuroinformatics Rossella Capotorto, Vincenzo Ronca, Nicolina Sciaraffa, Gianluca Borghini, Gianluca Di Flumeri, Lorenzo Mezzadri, Alessia Vozzi, Andrea Giorgi, Daniele Germano, Fabio Babiloni, Pietro Aricò
2024	—	`conf`	Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) Christophe Hurter, Augustin Degas, Arnaud Guibert, Maëlan 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
2024	J	`jnl`	The Impact of Adaptive Cruise Control on the Drivers' Workload and Attention. IEEE Access Claudio Lantieri, Ennia Mariapaola Acerra, Margherita Pazzini, Andrea Simone, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò, Paola Lanzi, Valeria Vignali
2023	J	`jnl`	A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees. Sensors 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
2023	J	`jnl`	Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving. Frontiers Neurorobotics 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
2023	J	`jnl`	Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+. Sensors Vincenzo Ronca, Ana C. Martinez Levy, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Rossella Capotorto, Gianluca Borghini, Fabio Babiloni, Gianluca Di Flumeri
2022	—	`conf`	Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study. EMBC 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
2022	—	`conf`	Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving. EMBC Vincenzo Ronca, Gianluca Di Flumeri, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Nicolina Sciaraffa, Fabio Babiloni, Gianluca Borghini
2021	J	`jnl`	A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare. Sensors Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini
2021	J	`jnl`	An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction. Sensors Hong Zeng, Xiufeng Li, Gianluca Borghini, Yue Zhao, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Wael Zakaria, Wanzeng Kong, Fabio Babiloni
2021	C	`conf`	Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers. IJCCI Vincenzo Ronca, Gianluca Di Flumeri, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Luca Tamborra, Ilaria Simonetti, Antonello Di Florio, Fabio Babiloni, Gianluca Borghini
2021	—	`conf`	Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis. EMBC Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò
2021	J	`jnl`	The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field. Sensors Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni, Gianluca Di Flumeri
2021	J	`jnl`	Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies. Sensors Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini
2020	—	`conf`	Assessment of Athletes' Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions. EMBC Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Fabio Babiloni
2020	—	`conf`	Contactless Physiological Assessment of Mental Workload During Teleworking-like Task. H-WORKLOAD Vincenzo Ronca, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Fabio Babiloni, Gianluca Borghini
2020	—	`conf`	Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers. EMBC 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
2019	J	`jnl`	Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends. Comput. Intell. Neurosci. Patrizia Cherubino, Ana C. Martinez Levy, Myriam Caratù, Giulia Cartocci, Gianluca Di Flumeri, Enrica Modica, Dario Rossi, Marco Mancini, Arianna Trettel
2019	J	`jnl`	Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment. Sensors Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Fabio Babiloni
2019	—	`conf`	Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri
2019	—	`conf`	EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control. H-WORKLOAD 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
2019	—	`conf`	EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems. H-WORKLOAD Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni
2019	—	`conf`	Investigating Multimodal Augmentations Contribution to Remote Control Tower Contexts for Air Traffic Management. VISIGRAPP (2: HUCAPP) 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
2019	—	`conf`	Involving Hearing, Haptics and Kinesthetics into Non-visual Interaction Concepts for an Augmented Remote Tower Environment. VISIGRAPP (Revised Selected Papers) 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
2019	—	`conf`	On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task. H-WORKLOAD Nicolina Sciaraffa, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Antonio Di Florio, Fabio Babiloni
2019	J	`jnl`	The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability. Sensors Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni
2019	—	`conf`	Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks. EMBC Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Stefano Bonelli, Fabrice Drogoul, Alessia Vozzi, Vincenzo Ronca, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni
2018	—	`conf`	Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers. EMBC 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
2018	B	`conf`	Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI. SMC Frédéric Dehais, Alban Duprès, Gianluca Di Flumeri, Kevin J. Verdiere, Gianluca Borghini, Fabio Babiloni, Raphaëlle N. Roy
2018	J	`jnl`	Neurophysiological Responses to Different Product Experiences. Comput. Intell. Neurosci. 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
2017	—	`conf`	An eye tracking index for the salience estimation in visual stimuli. EMBC Dario Rossi, Anton Giulio Maglione, Enrica Modica, Gianluca Di Flumeri, Isotta Venuti, Ambra Brizi, Alfredo Colosimo, Fabio Babiloni, Giulia Cartocci
2017	—	`conf`	Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. HealthyIoT Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri
2017	—	`conf`	EEG-based Approach-Withdrawal index for the pleasantness evaluation during taste experience in realistic settings. EMBC 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
2017	—	`conf`	Evaluation of different cochlear implants in unilateral hearing patients during word listening tasks: A brain connectivity study. EMBC 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
2017	—	`conf`	Hedonic editing and order effect in decision-making with neurometric evaluation. EMBC Wenting Yang, Jianhong Ma, Anton Giulio Maglione, Gianluca Di Flumeri, Enrica Modica, Marino Bonaiuto, Fabio Babiloni
2017	—	`conf`	How the workload impacts on cognitive cooperation: A pilot study. EMBC Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Jlenia Toppi, Alfredo Colosimo, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni
2017	—	`conf`	MINIMA Project: Detecting and Mitigating the Negative Impact of Automation. HCI (5) Bruno Berberian, Oliver Ohneiser, Francesca De Crescenzio, Fabio Babiloni, Gianluca Di Flumeri, Andreas Hasselberg
2017	J	`jnl`	Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends. IEEE Trans. Biomed. Eng. Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Alfredo Colosimo, Fabio Babiloni
2016	—	`conf`	A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel. EMBC Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Alfredo Colosimo, Fabio Babiloni
2016	J	`jnl`	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 . PsychNology J. Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Paolo Malerba, Gianluca Borghini, Gianluca Di Flumeri, Pietro Aricò, Fabio Babiloni
2016	J	`jnl`	Gender and Age Related Effects While Watching TV Advertisements: An EEG Study. Comput. Intell. Neurosci. Giulia Cartocci, Patrizia Cherubino, Dario Rossi, Enrica Modica, Anton Giulio Maglione, Gianluca Di Flumeri, Fabio Babiloni
2016	—	`conf`	Neurophysiological measures for users' training objective assessment during simulated robot-assisted laparoscopic surgery. EMBC Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Alfredo Colosimo, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni
2015	—	`conf`	Avionic technology testing by using a cognitive neurometric index: A study with professional helicopter pilots. EMBC Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Serenella Salinari, Alfredo Colosimo, Stefano Bonelli, Linda Napoletano, Ana Ferreira, Fabio Babiloni
2015	—	`conf`	Mental workload estimations in unilateral deafened children. EMBC 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
2015	—	`conf`	On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments. Symbiotic Gianluca Di Flumeri, Gianluca Borghini, Pietro Aricò, Alfredo Colosimo, Simone Pozzi, Stefano Bonelli, Alessia Golfetti, Wanzeng Kong, Fabio Babiloni
2015	—	`conf`	Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks. EMBC Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Alfredo Colosimo, Ilenia Graziani, Jean-Paul Imbert, Géraud Granger, Raïlene Benhacène, Michela Terenzi, Simone Pozzi, Fabio Babiloni
2014	—	`conf`	An electroencephalographic Peak Density Function to detect memorization during the observation of TV commercials. EMBC Giovanni Vecchiato, Gianluca Di Flumeri, Anton Giulio Maglione, Patrizia Cherubino, Wanzeng Kong, Arianna Trettel, Fabio Babiloni