Fabio Babiloni

Affiliations:
  • Sapienza University of Rome, Department of Molecular Medicine, Italy


According to our database1, Fabio Babiloni authored at least 145 papers between 1999 and 2021.

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Bibliography

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

A Review on Mental Stress Assessment Methods Using EEG Signals.
Sensors, 2021

Cognitive Vigilance Enhancement Using Audio Stimulation of Pure Tone at 250 Hz.
IEEE Access, 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

A LightGBM-Based EEG Analysis Method for Driver Mental States Classification.
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

Mental Workload Monitoring: New Perspectives from Neuroscience.
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
Neurophysiological Profile of Antismoking Campaigns.
Comput. Intell. Neurosci., 2018

Neurophysiological Responses to Different Product Experiences.
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

Assessment of driving fatigue based on intra/inter-region phase synchronization.
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

Visual evaluation of health warning cues in anti smoking PSAs images.
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

MINIMA Project: Detecting and Mitigating the Negative Impact of Automation.
Proceedings of the Engineering Psychology and Cognitive Ergonomics: Performance, Emotion and Situation Awareness, 2017

Hedonic editing and order effect in decision-making with neurometric evaluation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

How the workload impacts on cognitive cooperation: A pilot study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An eye tracking index for the salience estimation in visual stimuli.
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

EEG Resting-State Brain Topological Reorganization as a Function of Age.
Comput. Intell. Neurosci., 2016

Gender and Age Related Effects While Watching TV Advertisements: An EEG Study.
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

Mental workload estimations in unilateral deafened children.
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

Cooperation driven coherence: Brains working hard together.
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
Human Brain Distinctiveness Based on EEG Spectral Coherence Connectivity.
IEEE Trans. Biomed. Eng., 2014

Erratum to: Node Accessibility in Cortical Networks During Motor Tasks.
Neuroinformatics, 2014

How to Measure Cerebral Correlates of Emotions in Marketing Relevant Tasks.
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

A neurophysiological training evaluation metric for Air Traffic Management.
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
Automatic and Direct Identification of Blink Components from Scalp EEG.
Sensors, 2013

Node Accessibility in Cortical Networks During Motor Tasks.
Neuroinformatics, 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
Redundancy in Functional Brain Connectivity from EEG Recordings.
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

Describing relevant indices from the resting state electrophysiological networks.
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

Imaging the Social Brain by Simultaneous Hyperscanning during Subject Interaction.
IEEE Intell. Syst., 2011

Defecting or not defecting: how to "read" human behavior during cooperative games by EEG measurements
CoRR, 2011

On the Use of EEG or MEG Brain Imaging Tools in Neuromarketing Research.
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
The Graph Theoretical Approach in Brain Functional Networks: Theory and Applications
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 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

On the Use of Electrooculogram for Efficient Human Computer Interfaces.
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

Neuroelectric Methodologies for the Study of the Economic Decisions in Humans.
Proceedings of the Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues, 2010

Advanced brain computer interface for communication and control.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

2009
Brain Computer Interface to operate domotic environment.
IxD&A, 2009

Cluster Structure of Functional Networks Estimated from High-Resolution EEG Data.
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

Interacting with the Environment through Non-invasive Brain-Computer Interfaces.
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

Cortical Network Dynamics during Foot Movements.
Neuroinformatics, 2008

2007
Estimation of Cortical Connectivity in Humans: Advanced Signal Processing Techniques
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, 2007

Vibrotactile Feedback for Brain-Computer Interface Operation.
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

Neuroelectrical source imaging of mu rhythm control for BCI applications.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Brain Connectivity Structure in Spinal Cord Injured: Evaluation by Graph Analysis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Autoregressive spectral analysis in Brain Computer Interface context.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Hypermethods for EEG hyperscanning.
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

Removal of ocular artifacts for high resolution EEG studies: a simulation study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

The ASPICE project: inclusive design for the motor disabled.
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

Relevant EEG features for the classification of spontaneous motor-related tasks.
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

Local Neural Classifier for EEG-Based Recognition of Mental Tasks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Adaptive Brain Interfaces.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999


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