Gianluca Di Flumeri
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View article: Beyond the time-on-task: an EEG-driven approach for effective physiological assessment of mental fatigue in simulated and real driving
Beyond the time-on-task: an EEG-driven approach for effective physiological assessment of mental fatigue in simulated and real driving Open
Introduction Fatigue is a major factor contributing to road accidents, and extensive research has focused on its physiological and behavioral characterization. Due to safety and economic constraints, studies on driving fatigue are commonly…
View article: Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions
Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions Open
Background/Objectives: Mental fatigue during driving, whether passive (arising from monotony) or active (caused by cognitive overload), is a critical factor for road safety. Despite the growing interest in monitoring techniques based on ne…
View article: Brain Cortical Area Characterization and Machine Learning-Based Measure of Rasmussen’s S-R-K Model
Brain Cortical Area Characterization and Machine Learning-Based Measure of Rasmussen’s S-R-K Model Open
Background: the Skill, Rule, and Knowledge (S-R-K) model is a framework used to describe and analyze human behaviour and decision-making in complex environments based on the nature of the task and kind of cognitive control required. The S-…
View article: Mutual information-based teamwork evaluation in real-world environments: an exploratory investigation with professional surgeons
Mutual information-based teamwork evaluation in real-world environments: an exploratory investigation with professional surgeons Open
Purpose Teamwork involves intricate interactions among individuals or groups with shared goals. It necessitates effective communication, defined roles, decision-making processes, and the allocation of cognitive and emotional resources. Obj…
View article: Integrating Human Factors and Neuroscience Research Through Neurophysiological Metrics Across Transport Modes
Integrating Human Factors and Neuroscience Research Through Neurophysiological Metrics Across Transport Modes Open
The application of neurophysiology to assess human cognitive processes has gained significant momentum in recent years across all transport modes. The present contribution reports the collaborative effort between Human Factors (HF) and Neu…
View article: A Multimodal Neurophysiological Approach to Evaluate Educational Contents in Terms of Cognitive Processes and Engagement
A Multimodal Neurophysiological Approach to Evaluate Educational Contents in Terms of Cognitive Processes and Engagement Open
Background: Understanding the impact of different learning materials in terms of comprehension and engagement is essential for optimizing educational strategies. While digital learning tools are increasingly used, offering and multiplying …
View article: A Multimodal Neurophysiological Approach to Evaluate Educational Contents in terms of Cognitive Processes and Engagement
A Multimodal Neurophysiological Approach to Evaluate Educational Contents in terms of Cognitive Processes and Engagement Open
Background: Understanding the impact of different learning materials in terms of comprehension and engagement is essential for optimizing educational strategies. While digital learning tools are increasingly used, offering and multiplying …
View article: Understanding the Unexplored: A Review on the Gap in Human Factors Characterization for Industry 5.0
Understanding the Unexplored: A Review on the Gap in Human Factors Characterization for Industry 5.0 Open
The integration of neurophysiological techniques into Industry 5.0 represents a transformative approach to assessing human factors in real-world operational settings. This study presents a systematic review of existing literature to evalua…
View article: Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task
Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task Open
Attentional deficits have tragic consequences on road safety. These deficits are not solely caused by distraction, since they can also arise from other mental impairments such as, most frequently, mental fatigue. Fatigue is among the most …
View article: Optimizing EEG Signal Integrity: A Comprehensive Guide to Ocular Artifact Correction
Optimizing EEG Signal Integrity: A Comprehensive Guide to Ocular Artifact Correction Open
Ocular artifacts, including blinks and saccades, pose significant challenges in the analysis of electroencephalographic (EEG) data, often obscuring crucial neural signals. This tutorial provides a comprehensive guide to the most effective …
View article: o-CLEAN: a novel multi-stage algorithm for the ocular artifacts’ correction from EEG data in out-of-the-lab applications
o-CLEAN: a novel multi-stage algorithm for the ocular artifacts’ correction from EEG data in out-of-the-lab applications Open
In the context of electroencephalographic (EEG) signal processing, artifacts generated by ocular movements, such as blinks, are significant confounding factors. These artifacts overwhelm informative EEG features and may occur too frequentl…
View article: Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment
Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment Open
Introduction In operational environments, human interaction and cooperation between individuals are critical to efficiency and safety. These states are influenced by individuals' cognitive and emotional states. Human factor research aims t…
View article: How Immersed Are You? State of the Art of the Neurophysiological Characterization of Embodiment in Mixed Reality for Out-of-the-Lab Applications
How Immersed Are You? State of the Art of the Neurophysiological Characterization of Embodiment in Mixed Reality for Out-of-the-Lab Applications Open
Mixed Reality (MR) environments hold immense potential for inducing a sense of embodiment, where users feel like their bodies are present within the virtual space. This subjective experience has been traditionally assessed using subjective…
View article: Characterization of Cochlear Implant Artifact and Removal Based on Multi-Channel Wiener Filter in Unilateral Child Patients
Characterization of Cochlear Implant Artifact and Removal Based on Multi-Channel Wiener Filter in Unilateral Child Patients Open
Cochlear implants (CI) allow deaf patients to improve language perception and improving their emotional valence assessment. Electroencephalographic (EEG) measures were employed so far to improve CI programming reliability and to evaluate l…
View article: Reducing flight upset risk and startle response: A study of the wake vortex alert with licensed commercial pilots
Reducing flight upset risk and startle response: A study of the wake vortex alert with licensed commercial pilots Open
The study aimed at investigating the impact of an innovative Wake Vortex Alert (WVA) avionics on pilots' operation and mental states, intending to improve aviation safety by mitigating the risks associated with wake vortex encounters (WVEs…
View article: Analysis of Head Micromovements and Body Posture for Vigilance Decrement Assessment
Analysis of Head Micromovements and Body Posture for Vigilance Decrement Assessment Open
Vigilance refers to the capability of humans to respond accordingly to relevant and unpredictable tasks and surrounding environment changes over prolonged periods of time. Identifying vigilance decrements can, therefore, have huge and vita…
View article: A Novel EEG-Based Assessment of Distraction in Simulated Driving under Different Road and Traffic Conditions
A Novel EEG-Based Assessment of Distraction in Simulated Driving under Different Road and Traffic Conditions Open
The drivers’ distraction plays a crucial role in road safety as it is one of the main impacting causes of road accidents. The phenomenon of distraction encompasses both psychological and environmental factors and, therefore, addressing the…
View article: The Impact of Adaptive Cruise Control on the Drivers’ Workload and Attention
The Impact of Adaptive Cruise Control on the Drivers’ Workload and Attention Open
Workload and distraction are problems that affect road driving and can cause very serious accidents. Drive assistance systems are very important to help drivers relieve fatigue of driving by increasing road safety and reducing the number o…
View article: Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study Open
International audience
View article: Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving Open
The human factor plays a key role in the automotive field since most accidents are due to drivers' unsafe and risky behaviors. The industry is now pursuing two main solutions to deal with this concern: in the short term, there is the devel…
View article: Unsupervised Detection of Covariate Shift Due to Changes in EEG Headset Position: Towards an Effective Out-of-Lab Use of Passive Brain–Computer Interface
Unsupervised Detection of Covariate Shift Due to Changes in EEG Headset Position: Towards an Effective Out-of-Lab Use of Passive Brain–Computer Interface Open
In the field of passive Brain–computer Interfaces (BCI), the need to develop systems that require rapid setup, suitable for use outside of laboratories is a fundamental challenge, especially now, that the market is flooded with novel EEG h…
View article: A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees
A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees Open
When assessing trainees’ progresses during a driving training program, instructors can only rely on the evaluation of a trainee’s explicit behavior and their performance, without having any insight about the training effects at a cognitive…
View article: Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator
Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator Open
The current industrial environment relies heavily on maritime transportation. Despite the continuous technological advances for the development of innovative safety software and hardware systems, there is a consistent gap in the scientific…
View article: Time-Dependent Analysis of Human Neurophysiological Activities during an Ecological Olfactory Experience
Time-Dependent Analysis of Human Neurophysiological Activities during an Ecological Olfactory Experience Open
It has been demonstrated that odors could affect humans at the psychophysiological level. Significant research has been done on odor perception and physiological mechanisms; however, this research was mainly performed in highly controlled …
View article: Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+
Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+ Open
The capability of measuring specific neurophysiological and autonomic parameters plays a crucial role in the objective evaluation of a human’s mental and emotional states. These human aspects are commonly known in the scientific literature…
View article: Wearable Technologies for Electrodermal and Cardiac Activity measurements: a Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+
Wearable Technologies for Electrodermal and Cardiac Activity measurements: a Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+ Open
The capability of measuring specific neurophysiological and autonomic parameters plays a crucial role in the objective evaluation of the human’s mental and emotional states. These human aspects are commonly known in scientific literature t…
View article: Joint Analysis of Eye Blinks and Brain Activity to Investigate Attentional Demand during a Visual Search Task.
Joint Analysis of Eye Blinks and Brain Activity to Investigate Attentional Demand during a Visual Search Task. Open
In several fields, the need for a joint analysis of brain activity and eye activity to investigate the association between brain mechanisms and manifest behavior has been felt. In this work, two levels of attentional demand, elicited throu…
View article: Neurophysiological Evaluation of Students’ Experience during Remote and Face-to-Face Lessons: A Case Study at Driving School
Neurophysiological Evaluation of Students’ Experience during Remote and Face-to-Face Lessons: A Case Study at Driving School Open
Nowadays, fostered by technological progress and contextual circumstances such as the economic crisis and pandemic restrictions, remote education is experiencing growing deployment. However, this growth has generated widespread doubts abou…
View article: Multimodal characterization of mental fatigue on professional drivers
Multimodal characterization of mental fatigue on professional drivers Open
A non-adequate psychophysical condition represents a major factor in causing car accidents. In particular, 20% of car crashes are caused by mental fatigue and drowsiness, with dramatic consequences and fatalities. Nowadays strategies to re…