Publications

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

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Piotr Romashov, Martin Gjoreski, Kacper Sokol, Maria Vanina Martinez, Marc Langheinrich (2022). BayCon: Model-agnostic Bayesian Counterfactual Generator. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022.
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Simon Stankoski, Ivana Kiprijanovska, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski (2022). Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning. Sensors.
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Marc Langheinrich (2022). CONFIG.SYS. IEEE Pervasive Comput..
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Kacper Sokol, Meelis Kull, Jeffrey Chan, Flora Dilys Salim (2022). Ethical and Fairness Implications of Model Multiplicity. CoRR.
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Matías Laporte, Daniele Gasparini, Martin Gjoreski, Marc Langheinrich (2022). Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. 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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Ivana Kiprijanovska, Borjan Sazdov, Martin Majstoroski, Simon Stankoski, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski (2022). Facial Expression Recognition using Facial Mask with EMG Sensors. Proceedings of VR4Health - Workshop on Virtual Reality for Health and Wellbeing co-located with 21st International Conference on Mobile and Ubiquitous Multimedia (MUM 2022), Lisboa, Portugal, November 27th, 2022.
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Kacper Sokol, Raúl Santos-Rodríguez, Peter A. Flach (2022). FAT Forensics: A Python toolbox for algorithmic fairness, accountability and transparency. Softw. Impacts.
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Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach (2022). FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems. CoRR.
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Castro Elizondo Jose Ezequiel, Martin Gjoreski, Marc Langheinrich (2022). Federated Learning for Privacy-Aware Human Mobility Modeling. Frontiers Artif. Intell..
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Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini (2022). Handling Missing Data For Sleep Monitoring Systems. 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, Nara, Japan, October 18-21, 2022.
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Nouran Abdalazim, Joseba Aitzol Arbilla Larraza, Leonardo Alchieri, Lidia Alecci, Silvia Santini, Shkurta Gashi (2022). Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study. Pervasive Computing Technologies for Healthcare - 16th EAI International Conference, PervasiveHealth 2022, Thessaloniki, Greece, December 12-14, 2022, Proceedings.
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Marc Langheinrich (2022). Hello, Goodbye. IEEE Pervasive Comput..
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Edward Small, Wei Shao, Zeliang Zhang, Peihan Liu, Jeffrey Chan, Kacper Sokol, Flora D. Salim (2022). How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies. CoRR.
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Matías Laporte, Enqi Fu, Martin Gjoreski, Marc Langheinrich (2022). Introduction of the LAUREATE dataset: the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research. 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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Ivana Kiprijanovska, Bojan Jakimovski, Petar Krstevski, Simon Stankoski, Ifigeneia Mavridou, Charles Nduka, Hristijan Gjoreski, Martin Gjoreski (2022). Monitoring Valence with Facial EMG Sensors using Machine Learning. 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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Alessandro Pogliaghi, Elena Di Lascio, Shkurta Gashi, Emanuela Piciucco, Silvia Santini, Martin Gjoreski (2022). Multi-task Learning for Stress Recognition. 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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Ifigeneia Mavridou, James Archer, Andrew Cleal, Mohsen Fatoorechi, Simon Stankoski, Ivana Kiprijanovska, John Broulidakis, Martin Gjoreski, Charles Nduka, Hristijan Gjoreski (2022). OCOsense Glasses for Facial Expressions Recognition and Contextual Affective Computing in Real World and Augmented Reality. 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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Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Elena Di Lascio, Silvia Santini (2022). On the Impact of Lateralization in Physiological Signals from Wearable Sensors. 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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Lidia Alecci, Nouran Abdalazim, Leonardo Alchieri, Shkurta Gashi, Silvia Santini (2022). On the mismatch between measured and perceived sleep quality. 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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Peter A. Flach, Kacper Sokol (2022). Simply Logical - Intelligent Reasoning by Example (Fully Interactive Online Edition). CoRR.
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Seema Kumar, Patrick Eugster, Silvia Santini (2022). Software-Based Remote Network Attestation. IEEE Trans. Dependable Secur. Comput..
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Marc Langheinrich (2022). Standing on the Platforms of Giants. IEEE Pervasive Comput..
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Marc Langheinrich (2022). Technobubble. IEEE Pervasive Comput..
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Shkurta Gashi, Lidia Alecci, Elena Di Lascio, Maike E. Debus, Francesca Gasparini, Silvia Santini (2022). The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables. IEEE Pervasive Comput..
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Martin Gjoreski, Matías Laporte, Marc Langheinrich (2022). Toward privacy-aware federated analytics of cohorts for smart mobility. Frontiers Comput. Sci..
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