Smart Working environments for all Ages

A meta-analytic review of the reliability of the Index of Cognitive Activity concerning task-evoked cognitive workload and light influences

Auteurs: Czerniak, Julia N.; Schierhorst, Nikolas; Brandl, Christopher; Mertens, Alexander; Schwalm, Maximilian; Nitsch, Verena
Publié dans: Acta psychologica 220, 103402 (2021). doi:10.1016/j.actpsy.2021.103402, Numéro 7, 2021, ISSN 0001-6918
Éditeur: Elsevier BV
DOI: 10.1016/j.actpsy.2021.103402

The Dry Revolution: Evaluation of Three Different EEG Dry Electrode Types in Terms of Signal Spectral Features, Mental States Classification and Usability

Auteurs: Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni
Publié dans: Sensors, Numéro 19/6, 2019, Page(s) 1365, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19061365

AMICAI: A Method Based on Risk Analysis to Integrate Responsible Research and Innovation into the Work of Research and Innovation Practitioners

Auteurs: Christopher Brandl, Matthias Wille, Jochen Nelles, Peter Rasche, Katharina Schäfer, Frank O. Flemisch, Martin Frenz, Verena Nitsch, Alexander Mertens
Publié dans: Science and Engineering Ethics, Numéro 26/2, 2020, Page(s) 667-689, ISSN 1353-3452
Éditeur: Opragen Publications
DOI: 10.1007/s11948-019-00114-2

Using IoT Devices for Sensor-based Monitoring of Employees’ Mental Workload: Investigating Managers’ Expectations and Concerns

Auteurs: Sebastian Pütz, Vera Rick, Alexander Mertens, Verena Nitsch
Publié dans: Applied Ergonomics, Volume 102, 2022, 103739, ISSN 0003-6870, Numéro July 2022, 2022, ISSN 0003-6870
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2022.103739

Privacy-aware character pattern matching over outsourced encrypted data

Auteurs: Nicholas Mainardi; Alessandro Barenghi; Gerardo Pelosi
Publié dans: Digital Threats: Research and Practice, Volume 3, Numéro 1, Numéro 1, 2022, Page(s) Article No.7, pp. 1-38, ISSN 2692-1626
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3462333

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

Auteurs: Gianluca Di Flumeri, Francesca De Crescenzio, Bruno Berberian, Oliver Ohneiser, Jan Kramer, Pietro Aricò, Gianluca Borghini, Fabio Babiloni, Sara Bagassi, Sergio Piastra
Publié dans: Frontiers in Human Neuroscience, Numéro 13, 2019, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2019.00296

The Index of Cognitive Activity - Eligibility for task-evoked informational strain and robustness towards visual influences

Auteurs: Julia N. Czerniak; Nikolas Schierhorst; Valeria Villani; Lorenzo Sabattini; Christopher Brandl; Alexander Mertens; Maximilian Schwalm; Verena Nitsch
Publié dans: Applied Ergonomics, Volume 92, 2021, 103342, ISSN 0003-6870, 2021, ISSN 0003-6870
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2020.103342

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

Auteurs: Pietro Aricò, Maxime Reynal, Gianluca Di Flumeri, Gianluca Borghini, Nicolina Sciaraffa, Jean-Paul Imbert, Christophe Hurter, Michela Terenzi, Ana Ferreira, Simone Pozzi, Viviana Betti, Matteo Marucci, Alexandru C. Telea, Fabio Babiloni
Publié dans: Frontiers in Human Neuroscience, Numéro 13, 2019, ISSN 1662-5161
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnhum.2019.00303

Spatio-Temporal Analysis of Facial Actions using Lifecycle-Aware Capsule Networks

Auteurs: Churamani, Nikhil; Kalkan, Sinan; Gunes, Hatice
Publié dans: CoRR abs/2011.08819 (2020), Numéro 15, 2020
Éditeur: arXiv

Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers

Auteurs: Vincenzo Ronca; Gianluca Di Flumeri; Andrea De Giorgi; Alessia Vozzi; Pietro Aricò; Nicolina Sciaraffa; Luca Tamborra; Luca Tamborra; Ilaria Simonetti; Ilaria Simonetti; Antonello Di Florio; Fabio Babiloni; Fabio Babiloni; Gianluca Borghini
Publié dans: IJCCI, Numéro 1, 2021, Page(s) 427-434, ISBN 978-989-758-534-0
Éditeur: Proceedings of the 13th International Joint Conference on Computational Intelligence - SmartWork
DOI: 10.5220/0010726700003063

Contactless Physiological Assessment of Mental Workload During Teleworking-like Task

Auteurs: Vincenzo Ronca; Dario Rossi; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Fabio Babiloni; Gianluca Borghini
Publié dans: Communications in Computer and Information Science, Numéro 12, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-62302-9_5

Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis

Auteurs: Sciaraffa N, Germano D, Giorgi A, Ronca V, Vozzi A, Borghini G, Di Flumeri G, Babiloni F, Arico P.
Publié dans: Annual International Conference of IEEE Engineering in Medicine and Biology Society 2021 Nov, Numéro November 2021, 2021
Éditeur: Annu Int Conf IEEE Eng Med Biol Soc.
DOI: 10.1109/embc46164.2021.9630613

Inferring User Facial Affect in Work-like Settings

Auteurs: Chaudhary Muhammad Aqdus Ilyas, Siyang Song, Hatice Gunes
Publié dans: Workshop on Human-Machine Partnerships in the Future of Work: Exploring the Role of Emerging Technologies in Future Workplaces organised at CSCW'21, 2021, Page(s) 1-6
Éditeur: Arxiv
DOI: 10.48550/arxiv.2111.11862

Statistical, Spectral and Graph Representations for Video-based Facial Expression Recognition in Children

Auteurs: Nida Itrat Abbasi, Siyang Song and Hatice Gunes
Publié dans: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Numéro 14, 2022, Page(s) 1725 - 1729
Éditeur: IEEE
DOI: 10.1109/icassp43922.2022.9747102

Validation of a light EEG-based measure for real-time stress monitoring during realistic driving

Auteurs: "Sciaraffa, Nicolina; Di Flumeri, Gianluca; Germano, Daniele; Giorgi, Andrea; Di Florio, Antonio; Borghini, Gianluca; Vozzi, Alessia; Ronca, Vincenzo; Varga, Rodrigo; van Gasteren, Marteyn; Babiloni, Fabio; Aricò , Pietro"
Publié dans: MDPI – Brain Sciences, 2022
Éditeur: MDPI – Brain Sciences
DOI: 10.3390/brainsci12030304

Efficient Oblivious Substring Search via Architectural Support

Auteurs: Nicholas Mainardi; Davide Sampietro; Alessandro Barenghi; Gerardo Pelosi
Publié dans: ACSAC '20: Annual Computer Security Applications Conference, Numéro 1, 2020, ISBN 978-1-4503-8858-0
Éditeur: ACM
DOI: 10.1145/3427228.3427296

EEG-Based Index for Timely Detecting User's Drowsiness Occurrence in Automotive Applications

Auteurs: Di Flumeri Gianluca, Ronca Vincenzo, Giorgi Andrea, Vozzi Alessia, Aricò Pietro, Sciaraffa Nicolina, Zeng Hong, Dai Guojun, Kong Wanzeng, Babiloni Fabio, Borghini Gianluca
Publié dans: Frontiers in Human Neuroscience, Numéro 26, 2022
Éditeur: Frontiers in Human Neuroscience
DOI: 10.3389/fnhum.2022.866118

Social Signals and Multimedia: Past, Present, Future

Auteurs: Hayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency
Publié dans: Proceedings of ACM Multimedia 2021, Numéro October 2021, 2021, Page(s) 4610-4612
Éditeur: ACM
DOI: 10.1145/3474085.3480024

Workplace Health Promotion: mHealth as a preventive mediator between psychosocial workplace characteristics and well-being at work

Auteurs: Vera Rick, Peter Rasche, Alexander Mertens, Verena Nitsch
Publié dans: HCI International 2022 Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design. HCII 2022. Lecture Notes in Computer Science, vol 13320. Springer, Cham., 2022
Éditeur: Springer
DOI: 10.1007/978-3-031-06018-2_18

Improving work life conditions via portable knowledge-driven recommender system

Auteurs: Atzori, M.; Barenghi, A.; Comai, S.; Fugini, M.; Marcia, D.; Pelosi, G.; Sanguinetti, M.; Scotti, V.
Publié dans: In Proceedings of the 29th Italian Symposium on Advanced Database Systems, Pizzo Calabro, Italy, September 5-9, 2021. In CEUR WORKSHOP PROCEEDINGS Vol. 2994, Numéro 1, 2021, Page(s) Article No. 57, pp. 1-8, ISSN 1613-0073
Éditeur: CEUR Workshop Proceedings (CEUR-WS.org)

Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition

Auteurs: Churamani, Nikhil; Kara, Ozgur; Gunes, Hatice
Publié dans: IEEE Transactions on Affective Computing & Arxiv, Numéro 4, 2021, Page(s) 1-14
Éditeur: Arxiv
DOI: 10.48550/arxiv.2103.08637

The landscape of facial processing applications in the context of the European AI Act and the development of trustworthy systems

Auteurs: Hupont, I., Tolan, S., Gunes, H. & Gómez, E.
Publié dans: Nature Scientific Reports, Numéro volume 12, Article number: 10688 (2022), 2022
Éditeur: Scientific Reports
DOI: 10.1038/s41598-022-14981-6

Wearable Devices for Neurophysiological Evaluation during Real Working-like Tasks: a Reliability Study

Auteurs: Vincenzo Ronca, Alessia Vozzia, Nicolina Sciaraffa, Antonello Di Florio, Luca Tamborra, Ilaria Simonetti, Andrea Giorgi, Pietro Aricò, Gianluca Di Flumeri, Fabio Babiloni, and Gianluca Borghini
Publié dans: International Journal of Bioelectromagnetism, Vol. 22 nº2, December, 2020, Page(s) 8-21
Éditeur: International Journal of Bioelectromagnetism

A Modular Data-Driven Architecture for Empathetic Conversational Agents

Auteurs: Vincenzo Scotti; Roberto Tedesco; Licia Sbattella
Publié dans: In Proceedings of 2021 IEEE International Conference on Big Data and Smart Computing (BigComp), Numéro January 2021, 2021, Page(s) 365-368, ISBN 978-1-7281-8924-6
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/bigcomp51126.2021.00080

Privacy preserving substring search protocol with polylogarithmic communication cost

Auteurs: Nicholas Mainardi, Alessandro Barenghi, Gerardo Pelosi
Publié dans: Proceedings of the 35th Annual Computer Security Applications Conference, 2019, Page(s) 297-312, ISBN 9781-450376280
Éditeur: ACM
DOI: 10.1145/3359789.3359842

Decision support systems to promote health and well-being of people of working age: the case of the WorkingAge EU project

Auteurs: Rosa Maria Resende de Almeida, Adriana Grau Aberturas, Yolanda Bueno Aguado, Maurizio Atzori, Alessandro Barenghi, Gianluca Borghini, Carlos Alberto Catalina Ortega, Sara Comai, Raquel Losada Durán5, Mariagrazia Fugini, Hatice Gunes, Basam Musleh Lancis, Gerardo Pelosi, Vincenzo Ronca, Licia Sbattella, Roberto Tedesco, Tian Xu
Publié dans: Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation - 20th International Conference, SAMOS 2020, Numéro July 5-9, 2020, 2020
Éditeur: Springer

WorkingAge: Providing Occupational Safety through Pervasive Sensing and Data Driven Behavior Modeling

Auteurs: Mariagrazia Fugini, Alessandro Barenghi, Sara Comai, Gerardo Pelosi, Roberto Tedesco, Marteyn van Gasteren, Car- los Alberto Catalina, Estefanía Arribas Leal, Raquel Losada Durán, Rosa Maria Martins de Almeida, Alexander Mer- tens,Vera Rick, Hatice Gunes, Tian Xu, Gianluca Borghini, Vincenzo Ronca, Hesam Sagha
Publié dans: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference. ESREL 2020 PSAM 15., Numéro June 21-26, 2020, 2020, Page(s) 91-98, ISBN 981-973-0000-00-0
Éditeur: Research Publishing
DOI: 10.3850/981-973-0000-00-0

Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation

Auteurs: Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Publié dans: Proceedings of ACM Multimedia 2021, Numéro October 2021, 2021, Page(s) 357-366
Éditeur: ACM
DOI: 10.1145/3474085.3475460

Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition

Auteurs: Vincenzo Scotti; Federico Galati; Licia Sbattella; Roberto Tedesco
Publié dans: In Proceedings of ICPR 2021: Pattern Recognition. ICPR International Workshops and Challenges. Lecture Notes in Computer Science. Vol. 12662, Numéro January 2021, 2021, Page(s) 114-128, ISBN 978-3-030-68790-8
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-68790-8_10

A Video-Based Technique for Heart Rate and Eye Blinks Rate Estimation: A Potential Solution for Telemonitoring and Remote Healthcare

Auteurs: Vincenzo Ronca; Andrea Giorgi; Dario Rossi; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Luca Tamborra; Ilaria Simonetti; Gianluca Borghini
Publié dans: Sensors (Basel, Switzerland), Numéro 16, 2021
Éditeur: Sensors
DOI: 10.3390/s21051607

Air Force Pilot Expertise Assessment with Regard to Mental Effort Requested during Unusual Attitude Recovery Flight Training Simulations

Auteurs: Borghini, G.; Aricò, P.; Di Flumeri, G.; Ronca, V.; Giorgi, A.; Sciaraffa, N.; Conca, C.; Stefani, S.; Verde, P.; Landolfi, A.; Isabella, R.; Babiloni, F.
Publié dans: MDPI - Safety, Numéro Safety. 2022; 8(2):38., 2022
Éditeur: MDPI - Safety
DOI: 10.3390/safety8020038

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

Auteurs: Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, and Hatice Gunes
Publié dans: IJCAI-ECAI 2022: The 31ST International Joint Conference on Artificial Intelligence, Numéro 26, 2022
Éditeur: IJCAI-ECAI
DOI: 10.17863/cam.84524

Stress Assessment by Combining Neurophysiological Signals and Radio Communications of Air Traffic Controllers

Auteurs: Gianluca Borghini, Andrea Bandini, Silvia Orlandi, Gianluca Di Flumeri, Pietro Aricò, Nicolina Sciaraffa, Vincenzo Ronca, Stefano Bonelli, Martina Ragosta, Paola Tomasello, Uğur Turhan, Birsen Açikel, Ali Ozan, Jean Paul Imbert, Géraud Granger, Railane Benhacene, Fabrice Drogoul, and Fabio Babiloni
Publié dans: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Numéro July 2020, 2020, ISBN 978-1-7281-1990-8
Éditeur: IEEE
DOI: 10.1109/embc44109.2020.9175958

Assessment of Athletes’ Attitude: Physiological Evaluation via Wearable Sensors during Grappling Competitions

Auteurs: Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, and Fabio Babiloni
Publié dans: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Numéro July 2020, 2020, ISBN 978-1-7281-1990-8
Éditeur: IEEE
DOI: 10.1109/embc44109.2020.9176401

Human Mental Workload: Models and Applications - Third International Symposium, H-WORKLOAD 2019, Rome, Italy, November 14–15, 2019, Proceedings

Auteurs: Vera Rick, Gianluca Borghini, Julia Czerniak Wilmes, Vincenzo Ronca, Alessia Vozzi, Alexander Mertens, Marteyn van Gasteren, Carlos Alberto Catalina Ortega, Maite Cobo, Fabio Babiloni, Verena Nitsch
Publié dans: H-Workload : models & applications - The Third International Symposium on Human Mental Workload: Models and Applications : Works in progress, Numéro November 14th and 15th, Rome 2019, 2019, Page(s) 99-99, ISBN 978-3-030-32423-0
Éditeur: Longo, L., & Leva, M. C.
DOI: 10.1007/978-3-030-32423-0

Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2020 Virtual Conferences on Usability and User Experience, Human Factors and Assistive Technology, Human Factors and Wearable Technologies, and Virtual Environments and Game Design, July 16-20, 2020, USA

Auteurs: Julia N. Czerniak, Nikolas Schierhorst, Christopher Brandl, Alexander Mertens, Verena Nitsch
Publié dans: "Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2020 Virtual Conferences on Usability and User Experience, Human Factors and Assistive Technology, Human Factors and Wearable Technologies, and Virtual Environments and Game Design, ""Smart Digital Assistance Devices for the Support of Machine Operation Processes at Future Production Workplaces""", Numéro July 16-20, 2020, 2020, Page(s) 491-497, ISBN 978-3-030-51828-1
Éditeur: Tareq Ahram, Christianne Falcão
DOI: 10.1007/978-3-030-51828-8

The Sample Size Matters: To What Extent the Participant Reduction Affects the Outcomes of a Neuroscientific Research. A Case-Study in Neuromarketing Field

Auteurs: Alessia Vozzi, Vincenzo Ronca, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Patrizia Cherubino, Arianna Trettel, Fabio Babiloni, Gianluca Di Flumeri
Publié dans: Sensors as part of the Special Numéro Brain-Computer Interfaces (BCI) and Application in Healthy and Daily Life Activities. Sensors 2021, 21(18), 6088, 2021
Éditeur: Sensors
DOI: 10.3390/s21186088

Wearable Technologies for Mental Workload, Stress, and Emotional State Assessment during Working-Like Tasks: A Comparison with Laboratory Technologies

Auteurs: Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Nicolina Sciaraffa, Antonello di Florio, Luca Tamborra, Ilaria Simonetti, Pietro Aricò, Gianluca Di Flumeri, Dario Rossi and Gianluca Borghini
Publié dans: Sensors, vol. 21, no. 7, p. 2332, Mar. 2021, 2021, Page(s) vol. 21, no. 7, p. 2332
Éditeur: Sensors
DOI: 10.3390/s21072332

Joint Analysis of Eye Blinks and Brain Activity to Investigate Attentional Demand during a Visual Search Task.

Auteurs: Nicolina Sciaraffa; Gianluca Borghini; Gianluca Di Flumeri; Febo Cincotti; Fabio Babiloni; Pietro Aricò
Publié dans: Brain Sciences 2021, 11(5), 562, Numéro 4, 2021, Page(s) 11(5), 562
Éditeur: Brain Sciences
DOI: 10.3390/brainsci11050562

The Hitchhiker's Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques

Auteurs: Jiaee Cheong, Sinan Kalkan, Hatice Gunes
Publié dans: IEEE Signal Process. Mag. 38(6): 39-49 (2021), Numéro October 2021, 2021, Page(s) 39-49
Éditeur: IEEE
DOI: 10.1109/msp.2021.3106619

Investigating Bias and Fairness in Facial Expression Recognition.

Auteurs: Xu, Tian; White, Jennifer; Kalkan, Sinan; Gunes, Hatice
Publié dans: Crossref, Numéro 2, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-65414-6_35

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