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

Autores: Czerniak, Julia N.; Schierhorst, Nikolas; Brandl, Christopher; Mertens, Alexander; Schwalm, Maximilian; Nitsch, Verena
Publicado en: Acta psychologica 220, 103402 (2021). doi:10.1016/j.actpsy.2021.103402, Edición 7, 2021, ISSN 0001-6918
Editor: 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

Autores: Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni
Publicado en: Sensors, Edición 19/6, 2019, Página(s) 1365, ISSN 1424-8220
Editor: 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

Autores: Christopher Brandl, Matthias Wille, Jochen Nelles, Peter Rasche, Katharina Schäfer, Frank O. Flemisch, Martin Frenz, Verena Nitsch, Alexander Mertens
Publicado en: Science and Engineering Ethics, Edición 26/2, 2020, Página(s) 667-689, ISSN 1353-3452
Editor: 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

Autores: Sebastian Pütz, Vera Rick, Alexander Mertens, Verena Nitsch
Publicado en: Applied Ergonomics, Volume 102, 2022, 103739, ISSN 0003-6870, Edición July 2022, 2022, ISSN 0003-6870
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2022.103739

Privacy-aware character pattern matching over outsourced encrypted data

Autores: Nicholas Mainardi; Alessandro Barenghi; Gerardo Pelosi
Publicado en: Digital Threats: Research and Practice, Volume 3, Edición 1, Edición 1, 2022, Página(s) Article No.7, pp. 1-38, ISSN 2692-1626
Editor: 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

Autores: Gianluca Di Flumeri, Francesca De Crescenzio, Bruno Berberian, Oliver Ohneiser, Jan Kramer, Pietro Aricò, Gianluca Borghini, Fabio Babiloni, Sara Bagassi, Sergio Piastra
Publicado en: Frontiers in Human Neuroscience, Edición 13, 2019, ISSN 1662-5161
Editor: 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

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

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

Autores: 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
Publicado en: Frontiers in Human Neuroscience, Edición 13, 2019, ISSN 1662-5161
Editor: Frontiers Research Foundation
DOI: 10.3389/fnhum.2019.00303

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

Autores: Churamani, Nikhil; Kalkan, Sinan; Gunes, Hatice
Publicado en: CoRR abs/2011.08819 (2020), Edición 15, 2020
Editor: arXiv

Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers

Autores: 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
Publicado en: IJCCI, Edición 1, 2021, Página(s) 427-434, ISBN 978-989-758-534-0
Editor: 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

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

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

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

Inferring User Facial Affect in Work-like Settings

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

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

Autores: Nida Itrat Abbasi, Siyang Song and Hatice Gunes
Publicado en: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Edición 14, 2022, Página(s) 1725 - 1729
Editor: IEEE
DOI: 10.1109/icassp43922.2022.9747102

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

Autores: "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"
Publicado en: MDPI – Brain Sciences, 2022
Editor: MDPI – Brain Sciences
DOI: 10.3390/brainsci12030304

Efficient Oblivious Substring Search via Architectural Support

Autores: Nicholas Mainardi; Davide Sampietro; Alessandro Barenghi; Gerardo Pelosi
Publicado en: ACSAC '20: Annual Computer Security Applications Conference, Edición 1, 2020, ISBN 978-1-4503-8858-0
Editor: ACM
DOI: 10.1145/3427228.3427296

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

Autores: Di Flumeri Gianluca, Ronca Vincenzo, Giorgi Andrea, Vozzi Alessia, Aricò Pietro, Sciaraffa Nicolina, Zeng Hong, Dai Guojun, Kong Wanzeng, Babiloni Fabio, Borghini Gianluca
Publicado en: Frontiers in Human Neuroscience, Edición 26, 2022
Editor: Frontiers in Human Neuroscience
DOI: 10.3389/fnhum.2022.866118

Social Signals and Multimedia: Past, Present, Future

Autores: Hayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency
Publicado en: Proceedings of ACM Multimedia 2021, Edición October 2021, 2021, Página(s) 4610-4612
Editor: ACM
DOI: 10.1145/3474085.3480024

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

Autores: Vera Rick, Peter Rasche, Alexander Mertens, Verena Nitsch
Publicado en: 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
Editor: Springer
DOI: 10.1007/978-3-031-06018-2_18

Improving work life conditions via portable knowledge-driven recommender system

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

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

Autores: Churamani, Nikhil; Kara, Ozgur; Gunes, Hatice
Publicado en: IEEE Transactions on Affective Computing & Arxiv, Edición 4, 2021, Página(s) 1-14
Editor: 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

Autores: Hupont, I., Tolan, S., Gunes, H. & Gómez, E.
Publicado en: Nature Scientific Reports, Edición volume 12, Article number: 10688 (2022), 2022
Editor: Scientific Reports
DOI: 10.1038/s41598-022-14981-6

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

Autores: 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
Publicado en: International Journal of Bioelectromagnetism, Vol. 22 nº2, December, 2020, Página(s) 8-21
Editor: International Journal of Bioelectromagnetism

A Modular Data-Driven Architecture for Empathetic Conversational Agents

Autores: Vincenzo Scotti; Roberto Tedesco; Licia Sbattella
Publicado en: In Proceedings of 2021 IEEE International Conference on Big Data and Smart Computing (BigComp), Edición January 2021, 2021, Página(s) 365-368, ISBN 978-1-7281-8924-6
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/bigcomp51126.2021.00080

Privacy preserving substring search protocol with polylogarithmic communication cost

Autores: Nicholas Mainardi, Alessandro Barenghi, Gerardo Pelosi
Publicado en: Proceedings of the 35th Annual Computer Security Applications Conference, 2019, Página(s) 297-312, ISBN 9781-450376280
Editor: 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

Autores: 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
Publicado en: Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation - 20th International Conference, SAMOS 2020, Edición July 5-9, 2020, 2020
Editor: Springer

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

Autores: 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
Publicado en: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference. ESREL 2020 PSAM 15., Edición June 21-26, 2020, 2020, Página(s) 91-98, ISBN 981-973-0000-00-0
Editor: Research Publishing
DOI: 10.3850/981-973-0000-00-0

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

Autores: Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Publicado en: Proceedings of ACM Multimedia 2021, Edición October 2021, 2021, Página(s) 357-366
Editor: ACM
DOI: 10.1145/3474085.3475460

Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition

Autores: Vincenzo Scotti; Federico Galati; Licia Sbattella; Roberto Tedesco
Publicado en: In Proceedings of ICPR 2021: Pattern Recognition. ICPR International Workshops and Challenges. Lecture Notes in Computer Science. Vol. 12662, Edición January 2021, 2021, Página(s) 114-128, ISBN 978-3-030-68790-8
Editor: 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

Autores: Vincenzo Ronca; Andrea Giorgi; Dario Rossi; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Luca Tamborra; Ilaria Simonetti; Gianluca Borghini
Publicado en: Sensors (Basel, Switzerland), Edición 16, 2021
Editor: Sensors
DOI: 10.3390/s21051607

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

Autores: 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.
Publicado en: MDPI - Safety, Edición Safety. 2022; 8(2):38., 2022
Editor: MDPI - Safety
DOI: 10.3390/safety8020038

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

Autores: Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, and Hatice Gunes
Publicado en: IJCAI-ECAI 2022: The 31ST International Joint Conference on Artificial Intelligence, Edición 26, 2022
Editor: IJCAI-ECAI
DOI: 10.17863/cam.84524

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

Autores: 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
Publicado en: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Edición July 2020, 2020, ISBN 978-1-7281-1990-8
Editor: IEEE
DOI: 10.1109/embc44109.2020.9175958

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

Autores: Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, and Fabio Babiloni
Publicado en: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Edición July 2020, 2020, ISBN 978-1-7281-1990-8
Editor: 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

Autores: 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
Publicado en: H-Workload : models & applications - The Third International Symposium on Human Mental Workload: Models and Applications : Works in progress, Edición November 14th and 15th, Rome 2019, 2019, Página(s) 99-99, ISBN 978-3-030-32423-0
Editor: 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

Autores: Julia N. Czerniak, Nikolas Schierhorst, Christopher Brandl, Alexander Mertens, Verena Nitsch
Publicado en: "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""", Edición July 16-20, 2020, 2020, Página(s) 491-497, ISBN 978-3-030-51828-1
Editor: 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

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

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

Autores: 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
Publicado en: Sensors, vol. 21, no. 7, p. 2332, Mar. 2021, 2021, Página(s) vol. 21, no. 7, p. 2332
Editor: Sensors
DOI: 10.3390/s21072332

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

Autores: Nicolina Sciaraffa; Gianluca Borghini; Gianluca Di Flumeri; Febo Cincotti; Fabio Babiloni; Pietro Aricò
Publicado en: Brain Sciences 2021, 11(5), 562, Edición 4, 2021, Página(s) 11(5), 562
Editor: Brain Sciences
DOI: 10.3390/brainsci11050562

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

Autores: Jiaee Cheong, Sinan Kalkan, Hatice Gunes
Publicado en: IEEE Signal Process. Mag. 38(6): 39-49 (2021), Edición October 2021, 2021, Página(s) 39-49
Editor: IEEE
DOI: 10.1109/msp.2021.3106619

Investigating Bias and Fairness in Facial Expression Recognition.

Autores: Xu, Tian; White, Jennifer; Kalkan, Sinan; Gunes, Hatice
Publicado en: Crossref, Edición 2, 2020
Editor: Springer
DOI: 10.1007/978-3-030-65414-6_35

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