Search Results - "BABILONI, Fabio"

Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness by Borghini, Gianluca, Astolfi, Laura, Vecchiato, Giovanni, Mattia, Donatella, Babiloni, Fabio

“…This paper reviews published papers related to neurophysiological measurements (electroencephalography: EEG, electrooculography EOG; heart rate: HR) in…”
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The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence by Marucci, Matteo, Di Flumeri, Gianluca, Borghini, Gianluca, Sciaraffa, Nicolina, Scandola, Michele, Pavone, Enea Francesco, Babiloni, Fabio, Betti, Viviana, Aricò, Pietro

“…Real-world experience is typically multimodal. Evidence indicates that the facilitation in the detection of multisensory stimuli is modulated by the perceptual…”
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A Review on Mental Stress Assessment Methods Using EEG Signals by Katmah, Rateb, Al-Shargie, Fares, Tariq, Usman, Babiloni, Fabio, Al-Mughairbi, Fadwa, Al-Nashash, Hasan

“…Mental stress is one of the serious factors that lead to many health problems. Scientists and physicians have developed various tools to assess the level of…”
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Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends by Arico, Pietro, Borghini, Gianluca, Di Flumeri, Gianluca, Sciaraffa, Nicolina, Colosimo, Alfredo, Babiloni, Fabio

“…Goal: This minireview aims to highlight recent important aspects to consider and evaluate when passive brain-computer interface (pBCI) systems would be…”
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The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability by Di Flumeri, Gianluca, Aricò, Pietro, Borghini, Gianluca, Sciaraffa, Nicolina, Di Florio, Antonello, Babiloni, Fabio

“…One century after the first recording of human electroencephalographic (EEG) signals, EEG has become one of the most used neuroimaging techniques. The medical…”
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Investigating Cooperative Behavior in Ecological Settings: An EEG Hyperscanning Study by Toppi, Jlenia, Borghini, Gianluca, Petti, Manuela, He, Eric J, De Giusti, Vittorio, He, Bin, Astolfi, Laura, Babiloni, Fabio

“…The coordinated interactions between individuals are fundamental for the success of the activities in some professional categories. We reported on…”
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Investigating Driver Fatigue versus Alertness Using the Granger Causality Network by Kong, Wanzeng, Lin, Weicheng, Babiloni, Fabio, Hu, Sanqing, Borghini, Gianluca

“…Driving fatigue has been identified as one of the main factors affecting drivers' safety. The aim of this study was to analyze drivers' different mental…”
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EEG-Based Mental Workload Neurometric to Evaluate the Impact of Different Traffic and Road Conditions in Real Driving Settings by Di Flumeri, Gianluca, Borghini, Gianluca, Aricò, Pietro, Sciaraffa, Nicolina, Lanzi, Paola, Pozzi, Simone, Vignali, Valeria, Lantieri, Claudio, Bichicchi, Arianna, Simone, Andrea, Babiloni, Fabio

“…Car driving is considered a very complex activity, consisting of different concomitant tasks and subtasks, thus it is crucial to understand the impact of…”
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eConnectome: A MATLAB toolbox for mapping and imaging of brain functional connectivity by He, Bin, Dai, Yakang, Astolfi, Laura, Babiloni, Fabio, Yuan, Han, Yang, Lin

“…▶ Open source software for connectivity mapping from EEG and ECoG. ▶ Open source software for mapping connectivity over source domain from EEG. ▶ Comprehensive…”
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Adaptive Automation Triggered by EEG-Based Mental Workload Index: A Passive Brain-Computer Interface Application in Realistic Air Traffic Control Environment by Aricò, Pietro, Borghini, Gianluca, Di Flumeri, Gianluca, Colosimo, Alfredo, Bonelli, Stefano, Golfetti, Alessia, Pozzi, Simone, Imbert, Jean-Paul, Granger, Géraud, Benhacene, Raïlane, Babiloni, Fabio

“…(AA) is a promising approach to keep the task workload demand within appropriate levels in order to avoid both the - and conditions, hence enhancing the…”
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A LightGBM-Based EEG Analysis Method for Driver Mental States Classification by Kong, Wanzeng, Dai, Guojun, Zhang, Jiaming, Wu, Zhenhua, Zhang, Hua, Yang, Chen, Zeng, Hong, Babiloni, Fabio

“…Fatigue driving can easily lead to road traffic accidents and bring great harm to individuals and families. Recently, electroencephalography- (EEG-) based…”
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An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction by Zeng, Hong, Li, Xiufeng, Borghini, Gianluca, Zhao, Yue, Aricò, Pietro, Di Flumeri, Gianluca, Sciaraffa, Nicolina, Zakaria, Wael, Kong, Wanzeng, Babiloni, Fabio

“…Fatigued driving is one of the main causes of traffic accidents. The electroencephalogram (EEG)-based mental state analysis method is an effective and…”
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Brain–Computer Interface-Based Adaptive Automation to Prevent Out-Of-The-Loop Phenomenon in Air Traffic Controllers Dealing With Highly Automated Systems by Di Flumeri, Gianluca, De Crescenzio, Francesca, Berberian, Bruno, Ohneiser, Oliver, Kramer, Jan, Aricò, Pietro, Borghini, Gianluca, Babiloni, Fabio, Bagassi, Sara, Piastra, Sergio

“…Increasing the level of automation in Air Traffic Management is seen as a measure to increase the performance of the service to satisfy the predicted future…”
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InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection by Zeng, Hong, Zhang, Jiaming, Zakaria, Wael, Babiloni, Fabio, Gianluca, Borghini, Li, Xiufeng, Kong, Wanzeng

“…Electroencephalogram (EEG) is an effective indicator for the detection of driver fatigue. Due to the significant differences in EEG signals across subjects,…”
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The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field by Vozzi, Alessia, Ronca, Vincenzo, Aricò, Pietro, Borghini, Gianluca, Sciaraffa, Nicolina, Cherubino, Patrizia, Trettel, Arianna, Babiloni, Fabio, Di Flumeri, Gianluca

“…The sample size is a crucial concern in scientific research and even more in behavioural neurosciences, where besides the best practice it is not always…”
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Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment by Borghini, Gianluca, Aricò, Pietro, Di Flumeri, Gianluca, Sciaraffa, Nicolina, Babiloni, Fabio

“…Human tissues own conductive properties, and the electrical activity produced by human organs can propagate throughout the body due to neuro transmitters and…”
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Mental Stress Management Using fNIRS Directed Connectivity and Audio Stimulation by Katmah, Rateb, Al-Shargie, Fares, Tariq, Usman, Babiloni, Fabio, Al-Mughairbi, Fadwa, Al-Nashash, Hasan

“…In this study, we propose a method to enhance cognitive vigilance and mitigate mental stress in the workplace. We designed an experiment to induce stress by…”
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EEG-Based Cognitive Control Behaviour Assessment: an Ecological study with Professional Air Traffic Controllers by Borghini, Gianluca, Aricò, Pietro, Di Flumeri, Gianluca, Cartocci, Giulia, Colosimo, Alfredo, Bonelli, Stefano, Golfetti, Alessia, Imbert, Jean Paul, Granger, Géraud, Benhacene, Railane, Pozzi, Simone, Babiloni, Fabio

“…Several models defining different types of cognitive human behaviour are available. For this work, we have selected the Skill, Rule and Knowledge (SRK) model…”
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Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3 by Ronca, Vincenzo, Martinez-Levy, Ana C, Vozzi, Alessia, Giorgi, Andrea, Aricò, Pietro, Capotorto, Rossella, Borghini, Gianluca, Babiloni, Fabio, Di Flumeri, Gianluca

“…The capability of measuring specific neurophysiological and autonomic parameters plays a crucial role in the objective evaluation of a human's mental and…”
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A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees by Di Flumeri, Gianluca, Giorgi, Andrea, Germano, Daniele, Ronca, Vincenzo, Vozzi, Alessia, Borghini, Gianluca, Tamborra, Luca, Simonetti, Ilaria, Capotorto, Rossella, Ferrara, Silvia, Sciaraffa, Nicolina, Babiloni, Fabio, Aricò, Pietro

“…When assessing trainees' progresses during a driving training program, instructors can only rely on the evaluation of a trainee's explicit behavior and their…”
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