Publications

Peer-reviewed publications by members of the People-Centered Computing Lab, aggregated automatically from the authors’ DBLP profiles.

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Dimitris Spathis, Miguel Bordallo López, Shkurta Gashi, Wataru Sasaki, Shin Katayama (2022). WellComp 2022: Fifth International Workshop on Computing for Well-Being. Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022, Cambridge, United Kingdom, September 11-15, 2022.
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Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek (2022). What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors.
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Kacper Sokol, Alexander Hepburn, Raúl Santos-Rodríguez, Peter A. Flach (2022). What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components. CoRR.
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Mateusz Mikusz, Peter Shaw, Nigel Davies, Petteri Nurmi, Sarah Clinch, Ludwig Trotter, Ivan Elhart, Marc Langheinrich, Adrian Friday (2021). A Longitudinal Study of Pervasive Display Personalisation. ACM Trans. Comput. Hum. Interact..
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Martin Gjoreski (2021). A Method for Combining Classical and Deep Machine Learning for Mobile Health and Behavior Monitoring. Informatica (Slovenia).
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Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams (2021). Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors. Informatica (Slovenia).
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Elena Di Lascio, Shkurta Gashi, Maike E. Debus, Silvia Santini (2021). Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals. 9th International Conference on Affective Computing and Intelligent Interaction, ACII 2021, Nara, Japan, September 28 - Oct. 1, 2021.
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Emanuela Piciucco, Elena Di Lascio, Emanuele Maiorana, Silvia Santini, Patrizio Campisi (2021). Biometric recognition using wearable devices in real-life settings. Pattern Recognit. Lett..
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Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic (2021). Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access.
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Marc Langheinrich (2021). Dependence Day. IEEE Pervasive Comput..
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Matías Laporte, Preety Baglat, Shkurta Gashi, Martin Gjoreski, Silvia Santini, Marc Langheinrich (2021). Detecting Verbal and Non-Verbal Gestures Using Earables. UbiComp/ISWC ‘21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, Virtual Event, September 21-25, 2021.
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Hristijan Gjoreski, Ifigeneia I. Mavridou, Mohsen Fatoorechi, Ivana Kiprijanovska, Martin Gjoreski, Graeme Cox, Charles Nduka (2021). emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing. UbiComp/ISWC ‘21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, Virtual Event, September 21-25, 2021.
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Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini (2021). Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds. ICMI ‘21: International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021.
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Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams (2021). Learning comprehensible and accurate hybrid trees. Expert Syst. Appl..
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Marc Langheinrich (2021). Prepare for Impact!. IEEE Pervasive Comput..
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Marco Zimmerling, Luca Mottola, Silvia Santini (2021). Synchronous Transmissions in Low-Power Wireless: A Survey of Communication Protocols and Network Services. ACM Comput. Surv..
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Marc Langheinrich (2021). The Internet of Thugs?. IEEE Pervasive Comput..
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Marc Langheinrich (2021). To FLoC or Not?. IEEE Pervasive Comput..
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Mads Schaarup Andersen (2021). Towards the Design of a Privacy-preserving Attribute Based Credentials-based Digital ID in Denmark - Usefulness, Barriers, and Recommendations. ARES 2021: The 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 17-20, 2021.
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Elena Di Lascio, Shkurta Gashi, Juan Sebastian Hidalgo, Beatrice Nale, Maike E. Debus, Silvia Santini (2020). A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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Maciej Dziezyc, Martin Gjoreski, Przemyslaw Kazienko, Stanislaw Saganowski, Matjaz Gams (2020). Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data. Sensors.
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Martin Gjoreski, Vito Janko, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Mitja Lustrek, Matjaz Gams (2020). Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Inf. Fusion.
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Tine Kolenik, Martin Gjoreski, Matjaz Gams (2020). Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief. 15th International Conference on Persuasive Technology, Adjunct Proceedings (PERSUASIVE 2020), Aalborg, Denmark, April 20th - 23rd, 2020.
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Asma Almutairi, Nigel Davies, Mateusz Mikusz, Marc Langheinrich, Sarah Clinch (2020). Designing for conflict: a design space for multi-viewer support in future display networks. PerDis ‘20: The 9th ACM International Symposium on Pervasive Displays, Manchester, United Kingdom, June 4-5, 2020.
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Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini (2020). Detection of Artifacts in Ambulatory Electrodermal Activity Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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