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Smart Working environments for all Ages

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Publications

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

Author(s): Czerniak, Julia N.; Schierhorst, Nikolas; Brandl, Christopher; Mertens, Alexander; Schwalm, Maximilian; Nitsch, Verena
Published in: Acta psychologica 220, 103402 (2021). doi:10.1016/j.actpsy.2021.103402, Issue 7, 2021, ISSN 0001-6918
Publisher: 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

Author(s): Gianluca Di Flumeri, Pietro Aricò, Gianluca Borghini, Nicolina Sciaraffa, Antonello Di Florio, Fabio Babiloni
Published in: Sensors, Issue 19/6, 2019, Page(s) 1365, ISSN 1424-8220
Publisher: 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

Author(s): Christopher Brandl, Matthias Wille, Jochen Nelles, Peter Rasche, Katharina Schäfer, Frank O. Flemisch, Martin Frenz, Verena Nitsch, Alexander Mertens
Published in: Science and Engineering Ethics, Issue 26/2, 2020, Page(s) 667-689, ISSN 1353-3452
Publisher: 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

Author(s): Sebastian Pütz, Vera Rick, Alexander Mertens, Verena Nitsch
Published in: Applied Ergonomics, Volume 102, 2022, 103739, ISSN 0003-6870, Issue July 2022, 2022, ISSN 0003-6870
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2022.103739

Privacy-aware character pattern matching over outsourced encrypted data

Author(s): Nicholas Mainardi; Alessandro Barenghi; Gerardo Pelosi
Published in: Digital Threats: Research and Practice, Volume 3, Issue 1, Issue 1, 2022, Page(s) Article No.7, pp. 1-38, ISSN 2692-1626
Publisher: 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

Author(s): Gianluca Di Flumeri, Francesca De Crescenzio, Bruno Berberian, Oliver Ohneiser, Jan Kramer, Pietro Aricò, Gianluca Borghini, Fabio Babiloni, Sara Bagassi, Sergio Piastra
Published in: Frontiers in Human Neuroscience, Issue 13, 2019, ISSN 1662-5161
Publisher: 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

Author(s): Julia N. Czerniak; Nikolas Schierhorst; Valeria Villani; Lorenzo Sabattini; Christopher Brandl; Alexander Mertens; Maximilian Schwalm; Verena Nitsch
Published in: Applied Ergonomics, Volume 92, 2021, 103342, ISSN 0003-6870, 2021, ISSN 0003-6870
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apergo.2020.103342

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

Author(s): 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
Published in: Frontiers in Human Neuroscience, Issue 13, 2019, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2019.00303

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

Author(s): Churamani, Nikhil; Kalkan, Sinan; Gunes, Hatice
Published in: CoRR abs/2011.08819 (2020), Issue 15, 2020
Publisher: arXiv

Low-invasive Neurophysiological Evaluation of Human Emotional State on Teleworkers

Author(s): 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
Published in: IJCCI, Issue 1, 2021, Page(s) 427-434, ISBN 978-989-758-534-0
Publisher: 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

Author(s): Vincenzo Ronca; Dario Rossi; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Fabio Babiloni; Gianluca Borghini
Published in: Communications in Computer and Information Science, Issue 12, 2020
Publisher: Springer
DOI: 10.1007/978-3-030-62302-9_5

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

Author(s): Sciaraffa N, Germano D, Giorgi A, Ronca V, Vozzi A, Borghini G, Di Flumeri G, Babiloni F, Arico P.
Published in: Annual International Conference of IEEE Engineering in Medicine and Biology Society 2021 Nov, Issue November 2021, 2021
Publisher: Annu Int Conf IEEE Eng Med Biol Soc.
DOI: 10.1109/embc46164.2021.9630613

Inferring User Facial Affect in Work-like Settings

Author(s): Chaudhary Muhammad Aqdus Ilyas, Siyang Song, Hatice Gunes
Published in: 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
Publisher: Arxiv
DOI: 10.48550/arxiv.2111.11862

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

Author(s): Nida Itrat Abbasi, Siyang Song and Hatice Gunes
Published in: 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, Issue 14, 2022, Page(s) 1725 - 1729
Publisher: IEEE
DOI: 10.1109/icassp43922.2022.9747102

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

Author(s): "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"
Published in: MDPI – Brain Sciences, 2022
Publisher: MDPI – Brain Sciences
DOI: 10.3390/brainsci12030304

Efficient Oblivious Substring Search via Architectural Support

Author(s): Nicholas Mainardi; Davide Sampietro; Alessandro Barenghi; Gerardo Pelosi
Published in: ACSAC '20: Annual Computer Security Applications Conference, Issue 1, 2020, ISBN 978-1-4503-8858-0
Publisher: ACM
DOI: 10.1145/3427228.3427296

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

Author(s): Di Flumeri Gianluca, Ronca Vincenzo, Giorgi Andrea, Vozzi Alessia, Aricò Pietro, Sciaraffa Nicolina, Zeng Hong, Dai Guojun, Kong Wanzeng, Babiloni Fabio, Borghini Gianluca
Published in: Frontiers in Human Neuroscience, Issue 26, 2022
Publisher: Frontiers in Human Neuroscience
DOI: 10.3389/fnhum.2022.866118

Social Signals and Multimedia: Past, Present, Future

Author(s): Hayley Hung, Cathal Gurrin, Martha A. Larson, Hatice Gunes, Fabien Ringeval, Elisabeth André, Louis-Philippe Morency
Published in: Proceedings of ACM Multimedia 2021, Issue October 2021, 2021, Page(s) 4610-4612
Publisher: ACM
DOI: 10.1145/3474085.3480024

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

Author(s): Vera Rick, Peter Rasche, Alexander Mertens, Verena Nitsch
Published in: 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
Publisher: Springer
DOI: 10.1007/978-3-031-06018-2_18

Improving work life conditions via portable knowledge-driven recommender system

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

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

Author(s): Churamani, Nikhil; Kara, Ozgur; Gunes, Hatice
Published in: IEEE Transactions on Affective Computing & Arxiv, Issue 4, 2021, Page(s) 1-14
Publisher: 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

Author(s): Hupont, I., Tolan, S., Gunes, H. & Gómez, E.
Published in: Nature Scientific Reports, Issue volume 12, Article number: 10688 (2022), 2022
Publisher: Scientific Reports
DOI: 10.1038/s41598-022-14981-6

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

Author(s): 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
Published in: International Journal of Bioelectromagnetism, Vol. 22 nº2, December, 2020, Page(s) 8-21
Publisher: International Journal of Bioelectromagnetism

A Modular Data-Driven Architecture for Empathetic Conversational Agents

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

Privacy preserving substring search protocol with polylogarithmic communication cost

Author(s): Nicholas Mainardi, Alessandro Barenghi, Gerardo Pelosi
Published in: Proceedings of the 35th Annual Computer Security Applications Conference, 2019, Page(s) 297-312, ISBN 9781-450376280
Publisher: 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

Author(s): 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
Published in: Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation - 20th International Conference, SAMOS 2020, Issue July 5-9, 2020, 2020
Publisher: Springer

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

Author(s): 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
Published in: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference. ESREL 2020 PSAM 15., Issue June 21-26, 2020, 2020, Page(s) 91-98, ISBN 981-973-0000-00-0
Publisher: Research Publishing
DOI: 10.3850/981-973-0000-00-0

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

Author(s): Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Published in: Proceedings of ACM Multimedia 2021, Issue October 2021, 2021, Page(s) 357-366
Publisher: ACM
DOI: 10.1145/3474085.3475460

Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition

Author(s): Vincenzo Scotti; Federico Galati; Licia Sbattella; Roberto Tedesco
Published in: In Proceedings of ICPR 2021: Pattern Recognition. ICPR International Workshops and Challenges. Lecture Notes in Computer Science. Vol. 12662, Issue January 2021, 2021, Page(s) 114-128, ISBN 978-3-030-68790-8
Publisher: 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

Author(s): Vincenzo Ronca; Andrea Giorgi; Dario Rossi; Antonello Di Florio; Gianluca Di Flumeri; Pietro Aricò; Nicolina Sciaraffa; Alessia Vozzi; Luca Tamborra; Ilaria Simonetti; Gianluca Borghini
Published in: Sensors (Basel, Switzerland), Issue 16, 2021
Publisher: Sensors
DOI: 10.3390/s21051607

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

Author(s): 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.
Published in: MDPI - Safety, Issue Safety. 2022; 8(2):38., 2022
Publisher: MDPI - Safety
DOI: 10.3390/safety8020038

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

Author(s): Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, and Hatice Gunes
Published in: IJCAI-ECAI 2022: The 31ST International Joint Conference on Artificial Intelligence, Issue 26, 2022
Publisher: IJCAI-ECAI
DOI: 10.17863/cam.84524

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

Author(s): 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
Published in: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Issue July 2020, 2020, ISBN 978-1-7281-1990-8
Publisher: IEEE
DOI: 10.1109/embc44109.2020.9175958

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

Author(s): Gianluca Borghini, Pietro Aricò, Gianluca Di Flumeri, Nicolina Sciaraffa, Vincenzo Ronca, Alessia Vozzi, and Fabio Babiloni
Published in: 42th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2020, Issue July 2020, 2020, ISBN 978-1-7281-1990-8
Publisher: 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

Author(s): 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
Published in: H-Workload : models & applications - The Third International Symposium on Human Mental Workload: Models and Applications : Works in progress, Issue November 14th and 15th, Rome 2019, 2019, Page(s) 99-99, ISBN 978-3-030-32423-0
Publisher: 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

Author(s): Julia N. Czerniak, Nikolas Schierhorst, Christopher Brandl, Alexander Mertens, Verena Nitsch
Published in: "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""", Issue July 16-20, 2020, 2020, Page(s) 491-497, ISBN 978-3-030-51828-1
Publisher: 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

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

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

Author(s): 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
Published in: Sensors, vol. 21, no. 7, p. 2332, Mar. 2021, 2021, Page(s) vol. 21, no. 7, p. 2332
Publisher: Sensors
DOI: 10.3390/s21072332

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

Author(s): Nicolina Sciaraffa; Gianluca Borghini; Gianluca Di Flumeri; Febo Cincotti; Fabio Babiloni; Pietro Aricò
Published in: Brain Sciences 2021, 11(5), 562, Issue 4, 2021, Page(s) 11(5), 562
Publisher: Brain Sciences
DOI: 10.3390/brainsci11050562

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

Author(s): Jiaee Cheong, Sinan Kalkan, Hatice Gunes
Published in: IEEE Signal Process. Mag. 38(6): 39-49 (2021), Issue October 2021, 2021, Page(s) 39-49
Publisher: IEEE
DOI: 10.1109/msp.2021.3106619

Investigating Bias and Fairness in Facial Expression Recognition.

Author(s): Xu, Tian; White, Jennifer; Kalkan, Sinan; Gunes, Hatice
Published in: Crossref, Issue 2, 2020
Publisher: Springer
DOI: 10.1007/978-3-030-65414-6_35

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