Gianluca Borghini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Low-invasive neurophysiological evaluation of human emotional state on teleworkers	Proceedings of the 13th International Joint Conference on Computational Intelligence	2021
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis	ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY	2021
Label-Based Alignment Multi-Source Domain Adaptation for Cross-Subject EEG Fatigue Mental State Evaluation	FRONTIERS IN HUMAN NEUROSCIENCE	2021
A multimodal and signals fusion approach for assessing the impact of stressful events on Air Traffic Controllers	SCIENTIFIC REPORTS	2020
Monitoring performance of professional and occupational operators	Handbook of Clinical Neurology	2020
Neurophysiological vigilance characterisation and assessment: Laboratory and realistic validations involving professional air traffic controllers	BRAIN SCIENCES	2020
Double-step machine learning based procedure for HFOs detection and classification	BRAIN SCIENCES	2020
Involving Hearing, Haptics and Kinesthetics into Non-visual Interaction Concepts for an Augmented Remote Tower Environment	Computer Vision, Imaging and Computer Graphics Theory and Applications	2020
Instanceeasytl: An improved transfer-learning method for EEG-based cross-subject fatigue detection	SENSORS	2020
Multivariate model for cooperation: bridging Social Physiological Compliance and Hyperscanning	SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE	2020
Decision Support Systems to Promote Health and Well-Being of People During Their Working Age. The Case of the WorkingAge EU Project	Embedded Computer Systems. Architectures, Modeling, and Simulation. Proceedings of 20th International Conference, SAMOS 2020 Samos, Greece, July 5–9, 2020	2020
Contactless Physiological Assessment of Mental Workload During Teleworking-like Task	Communications in Computer and Information Science	2020
WorkingAge: Providing Occupational Safety through Pervasive Sensing and Data Driven Behavior Modeling	JOURNAL OF ENGINEERING AND APPLIED SCIENCES	2020
Stress assessment by combining neurophysiological signals and radio communications of air traffic controllers	42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)	2020
Assessment of Athletes' Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions	Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS	2020
Wearable devices for neurophysiological evaluation during real working-like tasks: a reliability study	INTERNATIONAL JOURNAL OF BIOELECTROMAGNETISM	2020
A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning	BRAIN SCIENCES	2020
The evolution of passive brain-computer interfaces: Enhancing the human-machine interaction	Neurotechnology	2020
Monitoring performance of professional and occupational operators	Handbook of Clinical Neurology	2020
EEG rhythms lateralization patterns in children with unilateral hearing loss are different from the patterns of normal hearing controls during speech-in-noise listening	HEARING RESEARCH	2019

ERC

LS5_5
PE6_7
PE6_9
PE6_11
PE7_7
PE7_9

KET

Big data & computing
Life-science technologies & biotechnologies

Keywords

EEG analysis

EEG Hyperscanning

EEG biomarkers

EEG connectivity

EEG source localization

biometric signal processing

brain machine interface

machine learning

adaptive automation

aviation

human factors and ergonomics

intraoperative neurophysiological monitoring

multidimensional signal processing

Multivariate analysis

galvanic skin response

Electrocardiogram

Human-machine interface

Gruppi di ricerca - Responsabile

NEUROSCIENCE FOR AVIATION, AEROSPACE, DEFENCE AND HEALTH