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2020 – today

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2024
[j16]
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Claudio Lantieri, Ennia Mariapaola Acerra, Margherita Pazzini, Andrea Simone, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò, Paola Lanzi, Valeria Vignali:
The Impact of Adaptive Cruise Control on the Drivers' Workload and Attention. IEEE Access 12: 158824-158836 (2024)
[j15]
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Rossella Capotorto, Vincenzo Ronca, Nicolina Sciaraffa, Gianluca Borghini, Gianluca Di Flumeri, Lorenzo Mezzadri, Alessia Vozzi, Andrea Giorgi, Daniele Germano, Fabio Babiloni, Pietro Aricò:
Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment. Frontiers Neuroinformatics 18 (2024)
[c31]
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Christophe Hurter, Augustin Degas, Arnaud Guibert, Maelan Poyer, Nicolas Durand, Alexandre Veyrie, Ana Ferreira, Nicola Cavagnetto, Stefano Bonelli, Mobyen Uddin Ahmed, Waleed Jmoona, Shaibal Barua, Shahina Begum, Giulia Cartocci, Gianluca Di Flumeri, Gianluca Borghini, Fabio Babiloni, Pietro Aricò:
Examining Decision-Making in Air Traffic Control: Enhancing Transparency and Decision Support Through Machine Learning, Explanation, and Visualization: A Case Study. ICAART (2) 2024: 622-634
2023
[j14]
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Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Pietro Aricò, Gianluca Borghini, Rossella Capotorto, Luca Tamborra, Ilaria Simonetti, Simone Sportiello, Marco Petrelli, Carlo Polidori, Rodrigo Varga, Marteyn van Gasteren, Arnab Barua, Mobyen Uddin Ahmed, Fabio Babiloni, Gianluca Di Flumeri:
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving. Frontiers Neurorobotics 17 (2023)
[j13]
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Vincenzo Ronca, Ana C. Martinez Levy, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Rossella Capotorto, Gianluca Borghini, Fabio Babiloni, Gianluca Di Flumeri:
Wearable Technologies for Electrodermal and Cardiac Activity Measurements: A Comparison between Fitbit Sense, Empatica E4 and Shimmer GSR3+. Sensors 23(13): 5847 (2023)
[j12]
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Gianluca Di Flumeri, Andrea Giorgi, Daniele Germano, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Luca Tamborra, Ilaria Simonetti, Rossella Capotorto, Silvia Ferrara, Nicolina Sciaraffa, Fabio Babiloni, Pietro Aricò:
A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees. Sensors 23(20): 8389 (2023)
2022
[c30]
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Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonello Di Florio, Vincenzo Ronca, Andrea Giorgi, Lorenzo Mezzadri, Renzo Gasparini, Roberto Tartaglino, Arianna Trettel, Fabio Babiloni:
Real-time Pilot Crew's Mental Workload and Arousal Assessment During Simulated Flights for Training Evaluation: a Case Study. EMBC 2022: 3568-3571
[c29]
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Vincenzo Ronca, Gianluca Di Flumeri, Alessia Vozzi, Andrea Giorgi, Pietro Aricò, Nicolina Sciaraffa, Fabio Babiloni, Gianluca Borghini:
Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving. EMBC 2022: 3714-3717
2021
[j11]
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Vincenzo Ronca, Andrea Giorgi, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Luca Tamborra, Ilaria Simonetti, Gianluca Borghini:
A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare. Sensors 21(5): 1607 (2021)
[j10]
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Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi, Gianluca Borghini:
Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies. Sensors 21(7): 2332 (2021)
[j9]
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Hong Zeng, Xiufeng Li, Gianluca Borghini, Yue Zhao, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Wael Zakaria, Wanzeng Kong, Fabio Babiloni:
An EEG-Based Transfer Learning Method for Cross-Subject Fatigue Mental State Prediction. Sensors 21(7): 2369 (2021)
[j8]
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  - journals/sensors/VozziRABSCTBF21
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Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni, Gianluca Di Flumeri:
The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field. Sensors 21(18): 6088 (2021)
[c28]
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Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò:
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis. EMBC 2021: 906-909
[c27]
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  - conf/ijcci/RoncaFGVASTSFBB21
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Vincenzo Ronca, Gianluca Di Flumeri, Andrea Giorgi, Alessia Vozzi, Pietro Aricò, Nicolina Sciaraffa, Luca Tamborra, Ilaria Simonetti, Antonello Di Florio, Fabio Babiloni, Gianluca Borghini:
Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers. IJCCI 2021: 427-434
2020
[c26]
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Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Fabio Babiloni:
Assessment of Athletes' Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions. EMBC 2020: 584-587
[c25]
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Gianluca Borghini, Andrea Bandini, Silvia Orlandi, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Vincenzo Ronca, Stefano Bonelli, Martina Ragosta, Paola Tomasello, Ugur Turhan, Birsen Açikel, Ali Ozan, Jean-Paul Imbert, Géraud Granger, Raïlane Benhacène, Fabrice Drogoul, Fabio Babiloni:
Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers. EMBC 2020: 851-854
[c24]
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  - conf/hworkload/RoncaRFFASVBB20
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Vincenzo Ronca, Dario Rossi, Antonello Di Florio, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Alessia Vozzi, Fabio Babiloni, Gianluca Borghini:
Contactless Physiological Assessment of Mental Workload During Teleworking-like Task. H-WORKLOAD 2020: 76-86

2010 – 2019

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2019
[j7]
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  - journals/cin/CherubinoLCCFMR19
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Patrizia Cherubino, Ana C. Martinez Levy, Myriam Caratù, Giulia Cartocci, Gianluca Di Flumeri, Enrica Modica, Dario Rossi, Marco Mancini, Arianna Trettel:
Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends. Comput. Intell. Neurosci. 2019: 1976847:1-1976847:41 (2019)
[j6]
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  - journals/sensors/BorghiniAFSB19
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Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Fabio Babiloni:
Correlation and Similarity between Cerebral and Non-Cerebral Electrical Activity for User's States Assessment. Sensors 19(3): 704 (2019)
[j5]
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Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni:
The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability. Sensors 19(6): 1365 (2019)
[c23]
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Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Stefano Bonelli, Fabrice Drogoul, Alessia Vozzi, Vincenzo Ronca, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni:
Toward a cooperation index based on EEG-workload causality: preliminary findings on aerospace-like tasks. EMBC 2019: 4554-4557
[c22]
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  - conf/grapp/ReynalAIHBFSFTF19
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Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni:
Investigating Multimodal Augmentations Contribution to Remote Control Tower Contexts for Air Traffic Management. VISIGRAPP (2: HUCAPP) 2019: 50-61
[c21]
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Maxime Reynal, Pietro Aricò, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Fabio Babiloni:
Involving Hearing, Haptics and Kinesthetics into Non-visual Interaction Concepts for an Augmented Remote Tower Environment. VISIGRAPP (Revised Selected Papers) 2019: 73-100
[c20]
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Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni:
EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems. H-WORKLOAD 2019: 105-117
[c19]
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Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Gianluca Di Flumeri:
Deep Learning for Automatic EEG Feature Extraction: An Application in Drivers' Mental Workload Classification. H-WORKLOAD 2019: 121-135
[c18]
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Nicolina Sciaraffa, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Antonio Di Florio, Fabio Babiloni:
On the Use of Machine Learning for EEG-Based Workload Assessment: Algorithms Comparison in a Realistic Task. H-WORKLOAD 2019: 170-185
[c17]
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Ennia Mariapaola Acerra, Margherita Pazzini, Navid Ghasemi, Valeria Vignali, Claudio Lantieri, Andrea Simone, Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Paola Lanzi, Fabio Babiloni:
EEG-Based Mental Workload and Perception-Reaction Time of the Drivers While Using Adaptive Cruise Control. H-WORKLOAD 2019: 226-239
2018
[j4]
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  - journals/cin/ModicaCRLCMFMMP18
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Enrica Modica, Giulia Cartocci, Dario Rossi, Ana C. Martinez Levy, Patrizia Cherubino, Anton Giulio Maglione, Gianluca Di Flumeri, Marco Mancini, Marco Montanari, Davide Perrotta, Paolo Di Feo, Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Fabio Babiloni:
Neurophysiological Responses to Different Product Experiences. Comput. Intell. Neurosci. 2018: 9616301:1-9616301:10 (2018)
[c16]
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Pietro Aricò, Maxime Reynal, Jean-Paul Imbert, Christophe Hurter, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Antonio Di Florio, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Enea Pavone, Alexandru C. Telea, Fabio Babiloni:
Human-Machine Interaction Assessment by Neurophysiological Measures: A Study on Professional Air Traffic Controllers. EMBC 2018: 4619-4622
[c15]
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Frédéric Dehais, Alban Duprès, Gianluca Di Flumeri, Kevin J. Verdiere, Gianluca Borghini, Fabio Babiloni, Raphaëlle N. Roy:
Monitoring Pilot's Cognitive Fatigue with Engagement Features in Simulated and Actual Flight Conditions Using an Hybrid fNIRS-EEG Passive BCI. SMC 2018: 544-549
2017
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Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Nicolina Sciaraffa, Alfredo Colosimo, Fabio Babiloni:
Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends. IEEE Trans. Biomed. Eng. 64(7): 1431-1436 (2017)
[c14]
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Anton Giulio Maglione, Giulia Cartocci, Enrica Modica, Dario Rossi, Alfredo Colosimo, Gianluca Di Flumeri, Ambra Brizi, Isotta Venuti, Maria Zinfollino, Paolo Malerba, Nicola Quaranta, Fabio Babiloni:
Evaluation of different cochlear implants in unilateral hearing patients during word listening tasks: A brain connectivity study. EMBC 2017: 2470-2473
[c13]
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Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Arianna Trettel, Fabio Babiloni, Alfredo Colosimo, María Trinidad Herrero Ezquerro:
EEG-based Approach-Withdrawal index for the pleasantness evaluation during taste experience in realistic settings. EMBC 2017: 3228-3231
[c12]
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Nicolina Sciaraffa, Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Jlenia Toppi, Alfredo Colosimo, Anastasios Bezerianos, Nitish V. Thakor, Fabio Babiloni:
How the workload impacts on cognitive cooperation: A pilot study. EMBC 2017: 3961-3964
[c11]
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Wenting Yang, Jianhong Ma, Anton Giulio Maglione, Gianluca Di Flumeri, Enrica Modica, Marino Bonaiuto, Fabio Babiloni:
Hedonic editing and order effect in decision-making with neurometric evaluation. EMBC 2017: 4179-4182
[c10]
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Dario Rossi, Anton Giulio Maglione, Enrica Modica, Gianluca Di Flumeri, Isotta Venuti, Ambra Brizi, Alfredo Colosimo, Fabio Babiloni, Giulia Cartocci:
An eye tracking index for the salience estimation in visual stimuli. EMBC 2017: 4483-4486
[c9]
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Bruno Berberian, Oliver Ohneiser, Francesca De Crescenzio, Fabio Babiloni, Gianluca Di Flumeri, Andreas Hasselberg:
MINIMA Project: Detecting and Mitigating the Negative Impact of Automation. HCI (5) 2017: 87-105
[c8]
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Mobyen Uddin Ahmed, Shahina Begum, Carlos Alberto Catalina, Lior Limonad, Bertil Hök, Gianluca Di Flumeri:
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport. HealthyIoT 2017: 101-106
2016
[j2]
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Giulia Cartocci, Patrizia Cherubino, Dario Rossi, Enrica Modica, Anton Giulio Maglione, Gianluca Di Flumeri, Fabio Babiloni:
Gender and Age Related Effects While Watching TV Advertisements: An EEG Study. Comput. Intell. Neurosci. 2016: 3795325:1-3795325:10 (2016)
[j1]
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Giulia Cartocci, Anton Giulio Maglione, Dario Rossi, Enrica Modica, Paolo Malerba, Gianluca Borghini, Gianluca Di Flumeri, Pietro Aricò, Fabio Babiloni:
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. 14(2-3): 67-84 (2016)
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Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Alfredo Colosimo, Silvia Francesca Storti, Gloria Menegaz, Paolo Fiorini, Fabio Babiloni:
Neurophysiological measures for users' training objective assessment during simulated robot-assisted laparoscopic surgery. EMBC 2016: 981-984
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Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Alfredo Colosimo, Fabio Babiloni:
A new regression-based method for the eye blinks artifacts correction in the EEG signal, without using any EOG channel. EMBC 2016: 3187-3190
2015
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Giulia Cartocci, Anton Giulio Maglione, Giovanni Vecchiato, Gianluca Di Flumeri, Alfredo Colosimo, Alessandro Scorpecci, Pasquale Marsella, Sara Giannantonio, Paolo Malerba, Gianluca Borghini, Pietro Aricò, Fabio Babiloni:
Mental workload estimations in unilateral deafened children. EMBC 2015: 1654-1657
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Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Serenella Salinari, Alfredo Colosimo, Stefano Bonelli, Linda Napoletano, Ana Ferreira, Fabio Babiloni:
Avionic technology testing by using a cognitive neurometric index: A study with professional helicopter pilots. EMBC 2015: 6182-6185
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Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri, Alfredo Colosimo, Ilenia Graziani, Jean-Paul Imbert, Géraud Granger, Raïlene Benhacène, Michela Terenzi, Simone Pozzi, Fabio Babiloni:
Reliability over time of EEG-based mental workload evaluation during Air Traffic Management (ATM) tasks. EMBC 2015: 7242-7245
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Gianluca Di Flumeri, Gianluca Borghini, Pietro Aricò, Alfredo Colosimo, Simone Pozzi, Stefano Bonelli, Alessia Golfetti, Wanzeng Kong, Fabio Babiloni:
On the Use of Cognitive Neurometric Indexes in Aeronautic and Air Traffic Management Environments. Symbiotic 2015: 45-56
2014
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  - conf/embc/VecchiatoFMCKTB14
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Giovanni Vecchiato, Gianluca Di Flumeri, Anton Giulio Maglione, Patrizia Cherubino, Wanzeng Kong, Arianna Trettel, Fabio Babiloni:
An electroencephalographic Peak Density Function to detect memorization during the observation of TV commercials. EMBC 2014: 6969-6972

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