Gianluca Borghini

Pubblicazioni

Titolo Pubblicato in Anno
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
The dry revolution: Evaluation of three different eeg dry electrode types in terms of signal spectral features, mental states classification and usability SENSORS 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

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