Study of the functional hyperconnectivity between couples of pilots during flight simulation: An EEG hyperscanning study. - Laura Astolfi; Jlenia Toppi; Gianluca Borghini; Giovanni Vecchiato; R. Isabella; Fabrizio de Vico Fallani; Febo Cincotti; Serenella Salinari; Donatella Mattia; Bin He 002; C. Caltagirone; Francesca Babiloni (EMBC, 2011)

Cortical activity and functional hyperconnectivity by simultaneous EEG recordings from interacting couples of professional pilots. - Laura Astolfi; Jlenia Toppi; Gianluca Borghini; Giovanni Vecchiato; Eric J. He; A. Roy; Febo Cincotti; Serenella Salinari; Donatella Mattia; Bin He 002; Fabio Babiloni (EMBC, 2012)

Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices. - Gianluca Borghini; Giovanni Vecchiato; Jlenia Toppi; Laura Astolfi; Anton Giulio Maglione; R. Isabella; C. Caltagirone; Wanzeng Kong; Daming Wei; Z. Zhou; L. Polidori; S. Vitiello; et al. (EMBC, 2012)

Redundancy in Functional Brain Connectivity from EEG Recordings. - Fabrizio de Vico Fallani; Jlenia Toppi; Claudia di Lanzo; Giovanni Vecchiato; Laura Astolfi; Gianluca Borghini; Donatella Mattia; Febo Cincotti; Fabio Babiloni (Int. J. Bifurc. Chaos, 2012)

Neuroelectric brain imaging during a real visit of a fine arts gallery: a neuroaesthetic study of XVII century Dutch painters. - Francesca Babiloni; Patrizia Cherubino; Ilenia Graziani; Arianna Trettel; Francesco Infarinato; Daniela Picconi; Gianluca Borghini; Anton Giulio Maglione; Donatella Mattia; Giovanni Vecchiato (EMBC, 2013)

Frontal EEG theta changes assess the training improvements of novices in flight simulation tasks. - Gianluca Borghini; Pietro Aricò; Laura Astolfi; Jlenia Toppi; Febo Cincotti; Donatella Mattia; Patrizia Cherubino; Giovanni Vecchiato; Anton Giulio Maglione; Ilenia Graziani; Francesca Babiloni (EMBC, 2013)

Towards a multimodal bioelectrical framework for the online mental workload evaluation. - Pietro Aricò; Gianluca Borghini; Ilenia Graziani; Fumihiko Taya; Yu Sun 014; Anastasios Bezerianos; Nitish V. Thakor; Febo Cincotti; Fabio Babiloni (EMBC, 2014)

The great beauty: A neuroaesthetic study by neuroelectric imaging during the observation of the real Michelangelo's Moses sculpture. - Fabio Babiloni; Patrizia Cherubino; Ilenia Graziani; Arianna Trettel; G. M. Bagordo; C. Cundari; Gianluca Borghini; Pietro Aricò; Anton Giulio Maglione; Giovanni Vecchiato (EMBC, 2014)

A neurophysiological training evaluation metric for Air Traffic Management. - Gianluca Borghini; Pietro Aricò; Federico Ferri; Ilenia Graziani; Simone Pozzi; Linda Napoletano; Jean-Paul Imbert; Géraud Granger; Raïlene Benhacène; Fabio Babiloni (EMBC, 2014)

Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices. - Anton Giulio Maglione; Gianluca Borghini; Pietro Aricò; F. Borgia; Ilenia Graziani; Alfredo Colosimo; Wanzeng Kong; Giovanni Vecchiato; Fabio Babiloni (EMBC, 2014)

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 (EMBC, 2015)

Cooperation driven coherence: Brains working hard together. - Anastasios Bezerianos; Yu Sun 014; Yu Chen; Kian Fong Woong; Fumihiko Taya; Pietro Aricò; Gianluca Borghini; Fabio Babiloni; Nitish V. Thakor (EMBC, 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 004; Fabio Babiloni (EMBC, 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 (EMBC, 2015)

Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach. - Fumihiko Taya; Yu Sun 014; Gianluca Borghini; Pietro Aricò; Fabio Babiloni; Anastasios Bezerianos; Nitish V. Thakor (NER, 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 (Symbiotic, 2015)

Investigating Driver Fatigue versus Alertness Using the Granger Causality Network. - Wanzeng Kong; Weicheng Lin; Fabio Babiloni; Sanqing Hu; Gianluca Borghini (Sensors, 2015)

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 (EMBC, 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 (EMBC, 2016)

Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks. - Giovanni Vecchiato; Gianluca Borghini; Pietro Aricò; Ilenia Graziani; Anton Giulio Maglione; Patrizia Cherubino; Fabio Babiloni (Medical Biol. Eng. Comput., 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 002; Enrica Modica; Paolo Malerba; Gianluca Borghini; Gianluca Di Flumeri; Pietro Aricò; Fabio Babiloni (PsychNology J., 2016)

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 002; Enrica Modica; Arianna Trettel; Fabio Babiloni; Alfredo Colosimo; María Trinidad Herrero Ezquerro (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 (EMBC, 2017)

Alpha and Theta EEG Variations as Indices of Listening Effort to Be Implemented in Neurofeedback Among Cochlear Implant Users. - Giulia Cartocci; Anton Giulio Maglione; Dario Rossi 002; Enrica Modica; Gianluca Borghini; Paolo Malerba; Lucia Oriella Piccioni; Fabio Babiloni (Symbiotic, 2017)

Assessment of driving fatigue based on intra/inter-region phase synchronization. - Wanzeng Kong; Zhanpeng Zhou; Bei Jiang; Fabio Babiloni; Gianluca Borghini (Neurocomputing, 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)

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 004; Simone Pozzi; Viviana Betti; et al. (EMBC, 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 (SMC, 2018)

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 (EMBC, 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 004; Simone Pozzi; Viviana Betti; et al. (VISIGRAPP (2: HUCAPP), 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 004; Simone Pozzi; Viviana Betti; et al. (VISIGRAPP (Revised Selected Papers), 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 (H-WORKLOAD, 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 (H-WORKLOAD, 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 (H-WORKLOAD, 2019)

Audio Focus: Interactive spatial sound coupled with haptics to improve sound source location in poor visibility. - Maxime Reynal; Jean-Paul Imbert; Pietro Aricò; Jérôme Toupillier; Gianluca Borghini; Christophe Hurter (Int. J. Hum. Comput. Stud., 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)

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)

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 (EMBC, 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; et al. (EMBC, 2020)

Contactless Physiological Assessment of Mental Workload During Teleworking-like Task. - Vincenzo Ronca; Dario Rossi 002; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Fabio Babiloni; Gianluca Borghini (H-WORKLOAD, 2020)

Decision Support Systems to Promote Health and Well-Being of People During Their Working Age: The Case of the WorkingAge EU Project. - Rosa Maria Resende de Almeida; Adriana Grau Aberturas; Yolanda Bueno Aguado; Maurizio Atzori; Alessandro Barenghi; Gianluca Borghini; Carlos Alberto Catalina Ortega; Sara Comai; Raquel Losada Durán; Mariagrazia Fugini; Hatice Gunes; Basam Musleh Lancis; et al. (SAMOS, 2020)

InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection. - Hong Zeng 002; Jia-ming Zhang; Wael Zakaria; Fabio Babiloni; Gianluca Borghini; Xiufeng Li; Wanzeng Kong (Sensors, 2020)

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 (EMBC, 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 (IJCCI, 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 002; Gianluca Borghini (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 002; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Luca Tamborra; Ilaria Simonetti; Gianluca Borghini (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)

An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction. - Hong Zeng 002; Xiufeng Li; Gianluca Borghini; Yue Zhao; Pietro Aricò; Gianluca Di Flumeri; Nicolina Sciaraffa; Wael Zakaria; Wanzeng Kong; Fabio Babiloni (Sensors, 2021)

Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings. - Siyang Song; Yiming Luo; Vincenzo Ronca; Gianluca Borghini; Hesam Sagha; Vera Barbara Rick; Alexander Mertens; Hatice Gunes (ECCV Workshops (5), 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 (EMBC, 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 (EMBC, 2022)

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, 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; et al. (Frontiers Neurorobotics, 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; et al. (Sensors, 2023)

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; Maëlan Poyer; Nicolas Durand 002; Alexandre Veyrie; Ana Ferreira 004; Nicola Cavagnetto; Stefano Bonelli; Mobyen Uddin Ahmed; Waleed Jmoona; Shaibal Barua; et al. (ICAART (2), 2024)

The Impact of Adaptive Cruise Control on the Drivers' Workload and Attention. - Claudio Lantieri; Ennia Mariapaola Acerra; Margherita Pazzini; Andrea Simone; Gianluca Di Flumeri; Gianluca Borghini; Fabio Babiloni; Pietro Aricò; Paola Lanzi; Valeria Vignali (IEEE Access, 2024)

Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment. - Rossella Capotorto; Vincenzo Ronca; Nicolina Sciaraffa; Gianluca Borghini; Gianluca Di Flumeri; Lorenzo Mezzadri; Alessia Vozzi; Andrea Giorgi; Daniele Germano; Fabio Babiloni; Pietro Aricò (Frontiers Neuroinformatics, 2024)