20102020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

2020
Open Access
2019

Brain–Computer Interface-Based Adaptive Automation to Prevent Out-Of-The-Loop Phenomenon in Air Traffic Controllers Dealing With Highly Automated Systems

Di Flumeri, G., De Crescenzio, F., Berberian, B., Ohneiser, O., Kramer, J., Aricò, P., Borghini, G., Babiloni, F., Bagassi, S. & Piastra, S., Sep 6 2019, In : Frontiers in Human Neuroscience. 13, 296.

Research output: Contribution to journalArticle

Open Access

Correlation and similarity between cerebral and non-cerebral electrical activity for user’s states assessment

Borghini, G., Aricò, P., Di Flumeri, G., Sciaraffa, N. & Babiloni, F., Feb 1 2019, In : Sensors (Switzerland). 19, 3, 704.

Research output: Contribution to journalArticle

Open Access

Editorial: Psychophysiological Contributions to Traffic Safety

Band, G. P. H., Borghini, G., Brookhuis, K. & Mehler, B., Nov 19 2019, In : Frontiers in Human Neuroscience. 13, 410.

Research output: Contribution to journalEditorial

Open Access

EEG rhythms lateralization patterns in children with unilateral hearing loss are different from the patterns of normal hearing controls during speech-in-noise listening

Cartocci, G., Scorpecci, A., Borghini, G., Maglione, A. G., Inguscio, B. M. S., Giannantonio, S., Giorgi, A., Malerba, P., Rossi, D., Modica, E., Aricò, P., Di Flumeri, G., Marsella, P. & Babiloni, F., Aug 1 2019, In : Hearing Research. 379, p. 31-42 12 p.

Research output: Contribution to journalArticle

EEG rhythms lateralization patterns in children with unilateral hearing loss are different from the patterns of normal hearing controls during speech-in-noise listening

Cartocci, G., Scorpecci, A., Borghini, G., Maglione, A. G., Inguscio, B. M. S., Giannantonio, S., Giorgi, A., Malerba, P., Rossi, D., Modica, E., Aricò, P., Di Flumeri, G., Marsella, P. & Babiloni, F., Apr 22 2019, In : Hearing Research. 379, p. 31-42 12 p.

Research output: Contribution to journalArticle

How Neurophysiological Measures Can be Used to Enhance the Evaluation of Remote Tower Solutions

Aricò, P., Reynal, M., Di Flumeri, G., Borghini, G., Sciaraffa, N., Imbert, J. P., Hurter, C., Terenzi, M., Ferreira, A., Pozzi, S., Betti, V., Marucci, M., Telea, A. C. & Babiloni, F., Sep 6 2019, In : Frontiers in Human Neuroscience. 13, 303.

Research output: Contribution to journalArticle

Open Access

Investigating multimodal augmentations contribution to remote control tower contexts for air traffic management

Reynal, M., Arico, P., Imbert, J. P., Hurter, C., Borghini, G., Flumeri, G. D., Sciaraffa, N., Florio, A. D., Terenzi, M., Ferreira, A., Pozzi, S., Betti, V., Marucci, M. & Babiloni, F., Jan 1 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 50-61 12 p. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task

Sciaraffa, N., Aricò, P., Borghini, G., Flumeri, G. D., Florio, A. D. & Babiloni, F., Jan 1 2019, Human Mental Workload: Models and Applications - 3rd International Symposium, H-WORKLOAD 2019, Proceedings. Longo, L. & Leva, M. C. (eds.). Springer, p. 170-185 16 p. (Communications in Computer and Information Science; vol. 1107).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2018

Alpha and theta EEG variations as indices of listening effort to be implemented in neurofeedback among cochlear implant users

Cartocci, G., Maglione, A. G., Rossi, D., Modica, E., Borghini, G., Malerba, P., Piccioni, L. O. & Babiloni, F., Jan 1 2018, Symbiotic Interaction - 6th International Workshop, Symbiotic 2017, Revised Selected Papers. Springer Verlag, p. 30-41 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10727 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EEG-based mental workload neurometric to evaluate the impact of different traffic and road conditions in real driving settings

Di Flumeri, G., Borghini, G., Aricò, P., Sciaraffa, N., Lanzi, P., Pozzi, S., Vignali, V., Lantieri, C., Bichicchi, A., Simone, A. & Babiloni, F., Dec 18 2018, In : Frontiers in Human Neuroscience. 12, 509.

Research output: Contribution to journalArticle

Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers

Arico, P., Reynal, M., Imbert, J. P., Hurter, C., Borghini, G., Di Flumeri, G., Sciaraffa, N., Di Florio, A., Terenzi, M., Ferreira, A., Pozzi, S., Betti, V., Marucci, M., Pavone, E., Telea, A. C. & Babiloni, F., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 4619-4622 4 p. 8513212

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Passive BCI beyond the lab: current trends and future directions

Aricò, P., Borghini, G., Di Flumeri, G., Sciaraffa, N. & Babiloni, F., Aug 29 2018, In : Physiological Measurement. 39, 8, p. 08TR02

Research output: Contribution to journalArticle

2017

A new perspective for the training assessment: Machine learning-based neurometric for augmented user's evaluation

Borghini, G., Aricò, P., Di Flumeri, G., Sciaraffa, N., Colosimo, A., Herrero, M. T., Bezerianos, A., Thakor, N. V. & Babiloni, F., Jun 13 2017, In : Frontiers in Neuroscience. 11, JUN, 325.

Research output: Contribution to journalArticle

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

Kong, W., Zhou, Z., Jiang, B., Babiloni, F. & Borghini, G., Jan 5 2017, In : Neurocomputing. 219, p. 474-482 9 p.

Research output: Contribution to journalArticle

Brain interaction during cooperation: Evaluating local properties of multiple-brain network

Sciaraffa, N., Borghini, G., Aricò, P., Di Flumeri, G., Colosimo, A., Bezerianos, A., Thakor, N. V. & Babiloni, F., Jul 21 2017, In : Brain Sciences. 7, 7, 90.

Research output: Contribution to journalArticle

EEG-Based Cognitive Control Behaviour Assessment: An Ecological study with Professional Air Traffic Controllers

Borghini, G., Aricò, P., DI Flumeri, G., Cartocci, G., Colosimo, A., Bonelli, S., Golfetti, A., Imbert, J. P., Granger, G., Benhacene, R., Pozzi, S. & Babiloni, F., Dec 1 2017, In : Scientific Reports. 7, 1, 547.

Research output: Contribution to journalArticle

Human Factors and Neurophysiological Metrics in Air Traffic Control: A Critical Review

Aricò, P., Borghini, G., Di Flumeri, G., Bonelli, S., Golfetti, A., Graziani, I., Pozzi, S., Imbert, J. P., Granger, G., Benhacene, R., Schaefer, D. & Babiloni, F., Jan 1 2017, In : IEEE Reviews in Biomedical Engineering. 10, p. 250-263 14 p., 7898410.

Research output: Contribution to journalReview article

Passive BCI in operational environments: Insights, recent advances, and future trends

Aricó, P., Borghini, G., Di Flumeri, G., Sciaraffa, N., Colosimo, A. & Babiloni, F., Jul 1 2017, In : IEEE Transactions on Biomedical Engineering. 64, 7, p. 1431-1436 6 p., 7902094.

Research output: Contribution to journalArticle

2016

Adaptive automation triggered by EEG-based mental workload index: A passive brain-computer interface application in realistic air traffic control environment

Aricò, P., Borghini, G., Di Flumeri, G., Colosimo, A., Bonelli, S., Golfetti, A., Pozzi, S., Imbert, J. P., Granger, G., Benhacene, R. & Babiloni, F., Oct 26 2016, In : Frontiers in Human Neuroscience. 10, OCT2016, 539.

Research output: Contribution to journalArticle

A passive brain-computer interface application for the mental workload assessment on professional air traffic controllers during realistic air traffic control tasks

Aricò, P., Borghini, G., Di Flumeri, G., Colosimo, A., Pozzi, S. & Babiloni, F., 2016, (Accepted/In press) In : Progress in Brain Research.

Research output: Contribution to journalArticle

Investigating Cooperative Behavior in Ecological Settings: An EEG Hyperscanning Study

Toppi, J., Borghini, G., Petti, M., He, E. J., De Giusti, V., He, B., Astolfi, L. & Babiloni, F., Apr 28 2016, In : PLoS One. 11, 4, p. e0154236

Research output: Contribution to journalArticle

2015

Avionic technology testing by using a cognitive neurometric index: A study with professional helicopter pilots

Borghini, G., Aricò, P., Di Flumeri, G., Salinari, S., Colosimo, A., Bonelli, S., Napoletano, L., Ferreira, A. & Babiloni, F., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 6182-6185 4 p. 7319804

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cooperation driven coherence: Brains working hard together

Bezerianos, A., Sun, Y., Chen, Y., Woong, K. F., Taya, F., Arico, P., Borghini, G., Babiloni, F. & Thakor, N., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 4696-4699 4 p. 7319442

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigating driver fatigue versus alertness using the granger causality network

Kong, W., Lin, W., Babiloni, F., Hu, S. & Borghini, G., Aug 5 2015, In : Sensors (Switzerland). 15, 8, p. 19181-19198 18 p.

Research output: Contribution to journalArticle

Investigation of the effect of EEG-BCI on the simultaneous execution of flight simulation and attentional tasks

Vecchiato, G., Borghini, G., Aricò, P., Graziani, I., Maglione, A. G., Cherubino, P. & Babiloni, F., Dec 8 2015, (Accepted/In press) In : Medical and Biological Engineering and Computing. p. 1-11 11 p.

Research output: Contribution to journalArticle

Mental workload estimations in unilateral deafened children

Cartocci, G., Maglione, A. G., Vecchiato, G., Di Flumeri, G., Colosimo, A., Scorpecci, A., Marsella, P., Giannantonio, S., Malerba, P., Borghini, G., Arico, P. & Babiloni, F., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 1654-1657 4 p. 7318693

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments

di Flumeri, G., Borghini, G., Arico, P., Colosimo, A., Pozzi, S., Bonelli, S., Golfetti, A., Kong, W. & Babiloni, F., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9359. p. 45-56 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9359).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantitative Assessment of the Training Improvement in a Motor-Cognitive Task by Using EEG, ECG and EOG Signals

Borghini, G., Aricò, P., Graziani, I., Salinari, S., Sun, Y., Taya, F., Bezerianos, A., Thakor, N. V. & Babiloni, F., Jan 22 2015, In : Brain Topography. 29, 1, p. 149-161 13 p.

Research output: Contribution to journalArticle

Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks

Arico, P., Borghini, G., Di Flumeri, G., Colosimo, A., Graziani, I., Imbert, J. P., Granger, G., Benhacene, R., Terenzi, M., Pozzi, S. & Babiloni, F., Nov 4 2015, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-November. p. 7242-7245 4 p. 7320063

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach

Taya, F., Sun, Y., Borghini, G., Aricò, P., Babiloni, F., Bezerianos, A. & Thakor, N. V., Jul 1 2015, International IEEE/EMBS Conference on Neural Engineering, NER. IEEE Computer Society, Vol. 2015-July. p. 1028-1031 4 p. 7146802

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Analysis of neurophysiological signals for the training and mental workload assessment of ATCos

Borghini, G., Aricò, P., Graziani, I., Salinari, S., Babiloni, F., Imbert, J. P., Granger, G., Benhacene, R., Napoletano, L., Terenzi, M. & Pozzi, S., 2014, SIDs 2014 - Proceedings of the SESAR Innovation Days. EUROCONTROL

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A neurophysiological training evaluation metric for air traffic management

Borghini, G., Aricò, P., Ferri, F., Graziani, I., Pozzi, S., Napoletano, L., Imbert, J. P., Granger, G., Benhacene, R. & Babiloni, F., 2014, In : Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference. 2014, p. 3005-3008 4 p.

Research output: Contribution to journalArticle

A neurophysiological training evaluation metric for Air Traffic Management

Borghini, G., Aricò, P., Ferri, F., Graziani, I., Pozzi, S., Napoletano, L., Imbert, J. P., Granger, G., Benhacene, R. & Babiloni, F., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3005-3008 4 p. 6944255

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices

Maglione, A., Borghini, G., Arico, P., Borgia, F., Graziani, I., Colosimo, A., Kong, W., Vecchiato, G. & Babiloni, F., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6238-6241 4 p. 6945054

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The great beauty: A neuroaesthetic study by neuroelectric imaging during the observation of the real Michelangelo's Moses sculpture

Babiloni, F., Cherubino, P., Graziani, I., Trettel, A., Bagordo, G. M., Cundari, C., Borghini, G., Arico, P., Maglione, A. G. & Vecchiato, G., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6965-6968 4 p. 6945230

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The great beauty: a neuroaesthetic study by neuroelectric imaging during the observation of the real Michelangelo's Moses sculpture

Babiloni, F., Cherubino, P., Graziani, I., Trettel, A., Bagordo, G. M., Cundari, C., Borghini, G., Arico, P., Maglione, A. G. & Vecchiato, G., 2014, In : Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference. 2014, p. 6965-6968 4 p.

Research output: Contribution to journalArticle

Towards a multimodal bioelectrical framework for the online mental workload evaluation

Arico, P., Borghini, G., Graziani, I., Taya, F., Sun, Y., Bezerianos, A., Thakor, N. V., Cincotti, F. & Babiloni, F., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3001-3004 4 p. 6944254

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Frontal EEG theta changes assess the training improvements of novices in flight simulation tasks

Borghini, G., Arico, P., Astolfi, L., Toppi, J., Cincotti, F., Mattia, D., Cherubino, P., Vecchiato, G., Maglione, A. G., Graziani, I. & Babiloni, F., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6619-6622 4 p. 6611073

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neuroelectric brain imaging during a real visit of a fine arts gallery: A neuroaesthetic study of XVII century Dutch painters

Babiloni, F., Cherubino, P., Graziani, I., Trettel, A., Infarinato, F., Picconi, D., Borghini, G., Maglione, A. G., Mattia, D. & Vecchiato, G., 2013, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6179-6182 4 p. 6610964

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices

Borghini, G., Vecchiato, G., Toppi, J., Astolfi, L., Maglione, A., Isabella, R., Caltagirone, C., Kong, W., Wei, D., Zhou, Z., Polidori, L., Vitiello, S. & Babiloni, F., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6442-6445 4 p. 6347469

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cortical activity and functional hyperconnectivity by simultaneous EEG recordings from interacting couples of professional pilots

Astolfi, L., Toppi, J., Borghini, G., Vecchiato, G., He, E. J., Roy, A., Cincotti, F., Salinari, S., Mattia, D., He, B. & Babiloni, F., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 4752-4755 4 p. 6347029

Research output: Chapter in Book/Report/Conference proceedingConference contribution