Fabio Babiloni
Orcid: 0000-0002-4962-176XAffiliations:
- Sapienza University of Rome, Department of Molecular Medicine, Italy
According to our database1,
Fabio Babiloni
authored at least 159 papers
between 1999 and 2024.
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Bibliography
2024
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study.
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.
Sensors, October, 2023
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving.
Frontiers Neurorobotics, August, 2023
Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+.
Sensors, July, 2023
Mental Stress Detection and Mitigation using Machine Learning and Binaural Beat Stimulation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Classification of Mental Stress Levels using EEG Connectivity and Convolutional Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Investigating the negative bias towards artificial intelligence: Effects of prior assignment of AI-authorship on the aesthetic appreciation of abstract paintings.
Comput. Hum. Behav., 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving.
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.
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.
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.
Sensors, 2021
Neurophysiological Verbal Working Memory Patterns in Children: Searching for a Benchmark of Modality Differences in Audio/Video Stimuli Processing.
Comput. Intell. Neurosci., 2021
IEEE Access, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
InstanceEasyTL: An Improved Transfer-Learning Method for EEG-Based Cross-Subject Fatigue Detection.
Sensors, 2020
Contactless Physiological Assessment of Mental Workload During Teleworking-like Task.
Proceedings of the Human Mental Workload: Models and Applications, 2020
Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers.
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.
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.
Sensors, 2019
Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment.
Sensors, 2019
Comput. Intell. Neurosci., 2019
Antismoking Campaigns' Perception and Gender Differences: A Comparison among EEG Indices.
Comput. Intell. Neurosci., 2019
EEG Fingerprints: Phase Synchronization of EEG Signals as Biomarker for Subject Identification.
IEEE Access, 2019
On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task.
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.
Proceedings of the Human Mental Workload: Models and Applications, 2019
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.
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.
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.
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.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
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.
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.
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.
IEEE Trans. Biomed. Eng., 2017
Neurocomputing, 2017
Alpha and Theta EEG Variations as Indices of Listening Effort to Be Implemented in Neurofeedback Among Cochlear Implant Users.
Proceedings of the Symbiotic Interaction - 6th International Workshop, 2017
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Neuroelectrical indices evaluation during antismoking public service announcements on a young population.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Proceedings of the Engineering Psychology and Cognitive Ergonomics: Performance, Emotion and Situation Awareness, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
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.
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.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Testing the Significance of Connectivity Networks: Comparison of Different Assessing Procedures.
IEEE Trans. Biomed. Eng., 2016
The Power of Connecting Dots: Advanced Techniques to Evaluate Brain Functional Connectivity in Humans.
IEEE Trans. Biomed. Eng., 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 .
PsychNology J., 2016
Time-varying effective connectivity of the cortical neuroelectric activity associated with behavioural microsleeps.
NeuroImage, 2016
Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks.
Medical Biol. Eng. Comput., 2016
Comput. Intell. Neurosci., 2016
Comput. Intell. Neurosci., 2016
The "NeuroDante Project": Neurometric Measurements of Participant's Reaction to Literary Auditory Stimuli from Dante's "Divina Commedia".
Proceedings of the Symbiotic Interaction, 2016
A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A pilot study on the neurometric evaluation of "effective" and "ineffective" antismoking public service announcements.
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.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Investigating Driver Fatigue<i> versus</i> Alertness Using the Granger Causality Network.
Sensors, 2015
On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015
A Neuroaesthetic Study of the Cerebral Perception and Appreciation of Paintings by Titian Using EEG and Eyetracker Measurements.
Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015
Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Graph theory in brain-to-brain connectivity: A simulation study and an application to an EEG hyperscanning experiment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
P300 latency Jitter occurrence in patients with disorders of consciousness: Toward a better design for Brain Computer Interface applications.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Effect of inter-trials variability on the estimation of cortical connectivity by Partial Directed Coherence.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
The first impression is what matters: a neuroaesthetic study of the cerebral perception and appreciation of paintings by Titian.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Investigating the neural basis of empathy by EEG hyperscanning during a Third Party Punishment.
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Biomed. Eng., 2014
Neuroinformatics, 2014
Cogn. Comput., 2014
Neuroelectrical Correlates of Trustworthiness and Dominance Judgments Related to the Observation of Political Candidates.
Comput. Math. Methods Medicine, 2014
Neurophysiological Tools to Investigate Consumer's Gender Differences during the Observation of TV Commercials.
Comput. Math. Methods Medicine, 2014
Different Perception of Musical Stimuli in Patients with Monolateral and Bilateral Cochlear Implants.
Comput. Math. Methods Medicine, 2014
An electroencephalographic Peak Density Function to detect memorization during the observation of TV commercials.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Time varying effective connectivity for describing brain network changes induced by a memory rehabilitation treatment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
The great beauty: A neuroaesthetic study by neuroelectric imaging during the observation of the real Michelangelo's Moses sculpture.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Investigating the neural basis of cooperative joint action. An EEG hyperscanning study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Towards a multimodal bioelectrical framework for the online mental workload evaluation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Sensors, 2013
Multiscale topological properties of functional brain networks during motor imagery after stroke.
NeuroImage, 2013
Differences in the perceived music pleasantness between monolateral cochlear implanted and normal hearing children assessed by EEG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A new statistical approach for the extraction of adjacency matrix from effective connectivity networks.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Aged-related changes in brain activity classification with respect to age by means of graph indexes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Advanced methods for time-varying effective connectivity estimation in memory processes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Int. J. Bifurc. Chaos, 2012
How the Statistical Validation of Functional Connectivity Patterns Can Prevent Erroneous Definition of Small-World Properties of a Brain Connectivity Network.
Comput. Math. Methods Medicine, 2012
EEG frontal asymmetry related to pleasantness of music perception in healthy children and cochlear implanted users.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Towards the time varying estimation of complex brain connectivity networks by means of a General Linear Kalman Filter approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Cortical activity and functional hyperconnectivity by simultaneous EEG recordings from interacting couples of professional pilots.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Spectral EEG frontal asymmetries correlate with the experienced pleasantness of TV commercial advertisements.
Medical Biol. Eng. Comput., 2011
IEEE Intell. Syst., 2011
Defecting or not defecting: how to "read" human behavior during cooperative games by EEG measurements
CoRR, 2011
Comput. Intell. Neurosci., 2011
Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing.
Comput. Intell. Neurosci., 2011
Brain waves based user recognition using the "eyes closed resting conditions" protocol.
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011
Investigation on the pleasantness of music perception in monolateral and bilateral cochlear implant users by using neuroelectrical source imaging: A pilot study.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Enhance of theta EEG spectral activity related to the memorization of commercial advertisings in Chinese and Italian subjects.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
Spectral analysis of brain function network for the classification of motor imagery tasks.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
Understanding Cerebral Activations during the Observation of Marketing Stimuli: A Neuroelectrical Perspective.
Proceedings of the Biomedical Engineering Systems and Technologies, 2011
Understanding Cerebral Activations in Neuromarketing - A Neuroelectrical Perspective.
Proceedings of the BIOSIGNALS 2011, 2011
Spectral Analysis of the Cerebral Activity during Voluntary Modulation of Mental States - A High Resolution EEG Study.
Proceedings of the BIOSIGNALS 2011, 2011
Toward Domotic Appliances Control through a Self-paced P300-based BCI.
Proceedings of the BIOSIGNALS 2011, 2011
A New P300 No Eye-gaze based Interface: GeoSpell.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01644-8, 2010
A new Kalman filter approach for the estimation of high-dimensional time-variant multivariate AR models and its application in analysis of laser-evoked brain potentials.
NeuroImage, 2010
Structural Organization of Functional Networks from EEG Signals during Motor Learning Tasks.
Int. J. Bifurc. Chaos, 2010
EEG Analysis of the Brain Activity during the Observation of Commercial, Political, or Public Service Announcements.
Comput. Intell. Neurosci., 2010
Comput. Intell. Neurosci., 2010
Processing of Brain Signals by Using Hemodynamic and Neuroelectromagnetic Modalities.
Comput. Intell. Neurosci., 2010
Neurophysiological Measurements of Memorization and Pleasantness in Neuromarketing Experiments.
Proceedings of the Analysis of Verbal and Nonverbal Communication and Enactment. The Processing Issues, 2010
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010
Proceedings of the International Conference on Advanced Visual Interfaces, 2010
2009
Int. J. Bifurc. Chaos, 2009
Changes in EEG Power Spectral Density and Cortical Connectivity in Healthy and Tetraplegic Patients during a Motor Imagery Task.
Comput. Intell. Neurosci., 2009
The Track of Brain Activity during the Observation of TV Commercials with the High-Resolution EEG Technology.
Comput. Intell. Neurosci., 2009
NeuroMath: Advanced Methods for the Estimation of Human Brain Activity and Connectivity.
Comput. Intell. Neurosci., 2009
Proceedings of the Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 2009
2008
The Effect of Connectivity on EEG Rhythms, Power Spectral Density and Coherence Among Coupled Neural Populations: Analysis With a Neural Mass Model.
IEEE Trans. Biomed. Eng., 2008
Tracking the Time-Varying Cortical Connectivity Patterns by Adaptive Multivariate Estimators.
IEEE Trans. Biomed. Eng., 2008
2007
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01622-6, 2007
Comput. Intell. Neurosci., 2007
The Estimation of Cortical Activity for Brain-Computer Interface: Applications in a Domotic Context.
Comput. Intell. Neurosci., 2007
Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications.
Comput. Intell. Neurosci., 2007
Use of a neural mass model for the analysis of effective connectivity among cortical regions based on high resolution EEG recordings.
Biol. Cybern., 2007
2006
Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data.
IEEE Trans. Biomed. Eng., 2006
Assessment of Effective Connectivity among Cortical Regions based on a Neural Mass Model.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Neural Basis For The Brain Responses To The Marketing Messages: an High Resolution EEG study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Cortical Connectivity Patterns During Imagination Of Limb Movements In Normal Subjects And In A Spinal Cord Injured Patient.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Estimation of the time-varying cortical connectivity patterns by the adaptive multivariate estimators in high resolution EEG studies.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the working conference on Advanced visual interfaces, 2006
2005
Estimation of the cortical connectivity by high-resolution EEG and structural equation modeling: Simulations and application to finger tapping data.
IEEE Trans. Biomed. Eng., 2005
Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function.
NeuroImage, 2005
Laboratory of functional neuroelectrical imaging and brain-computer interfacing at Fondazione Santa Lucia.
Cogn. Process., 2005
2004
Human cortical EEG rhythms during long-term episodic memory task. A high-resolution EEG study of the HERA model.
NeuroImage, 2004
2003
Multimodal integration of high-resolution EEG and functional magnetic resonance imaging data: a simulation study.
NeuroImage, 2003
2002
A local neural classifier for the recognition of EEG patterns associated to mental tasks.
IEEE Trans. Neural Networks, 2002
Human Cortical Electroencephalography (EEG) Rhythms during the Observation of Simple Aimless Movements: A High-Resolution EEG Study.
NeuroImage, 2002
Biol. Cybern., 2002
2000
Comparison between Human and Artificial Neural Network Detection of Laplacian-Derived Electroencephalographic Activity Related to Unilateral Voluntary Movements<sup>, </sup>.
Comput. Biomed. Res., 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999