Publications

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

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Leonardo Alchieri, Luigi Celona, Simone Bianco (2023). Video-Based Emotion Estimation Using Deep Neural Networks: A Comparative Study. Image Analysis and Processing - ICIAP 2023 Workshops - Udine, Italy, September 11-15, 2023, Proceedings, Part I.
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Shkurta Gashi, Dimitris Spathis, Ting Dang, Alexander Hoelzemann (2023). WellComp 2023: Sixth International Workshop on Computing for Well-Being. Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, Cancun, Quintana Roo, Mexico, October 8-12, 2023.
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Kacper Sokol, Alexander Hepburn, Raúl Santos-Rodriguez, Peter A. Flach (2022). What and How of Machine Learning Transparency: Building Bespoke Explainability Tools with Interoperable Algorithmic Components (Version 2022-jose). Zenodo.
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Peter A. Flach, Kacper Sokol (2022). Simply Logical - Intelligent Reasoning by Example (Fully Interactive Online Edition) (Version v2.0). Zenodo.
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Enqi Fu, Matías Laporte, Cindy Guerrero Toro, Martin Gjoreski, Marc Langheinrich (2022). Affect and Learning in the LAUREATE Dataset. 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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Dilini Rajapaksha, Kacper Sokol, Jeffrey Chan, Flora D. Salim, Mukesh Prasad, Mahendra Samarawickrama (2022). Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019-2020 Australian Bushfires Case Study. CoRR.
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Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec (2022). BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization. Algorithms.
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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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