Publications

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

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Dario Fenoglio, Arianna Casanova, Francesco De Santis, Mohan Li, Gabriele Dominici, Johannes Schneider, Martin Gjoreski, Marc Langheinrich, Pietro Barbiero, Giovanni de Felice (2026). Federated Concept-Based Models: Interpretable models with distributed supervision. CoRR.
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Mohan Li, Dario Fenoglio, Martin Gjoreski, Marc Langheinrich (2026). Federated Learning with Profile Mapping under Distribution Shifts and Drifts. CoRR.
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Giovanni de Felice, Riccardo D'Elia, Alberto Termine, Pietro Barbiero, Giuseppe Marra, Silvia Santini (2026). Interpretability in Deep Time Series Models Demands Semantic Alignment. CoRR.
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Michal Gnacek, Neslihan Özhan, John Broulidakis, Ifigeneia Mavridou, Theodoros Kostoulas, Emili Balaguer-Ballester, Martin Gjoreski, Hristijan Gjoreski, Charles Nduka, Matthew Garner, Erich Graf, Ellen Seiss (2026). Multi-modal physiological markers of arousal induced by CO2 inhalation in Virtual Reality. Inf. Fusion.
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Mohan Li, Dario Fenoglio, Martin Gjoreski, Marc Langheinrich (2026). Federated Learning with Profile Mapping under Distribution Shifts and Drifts. The Fourteenth International Conference on Learning Representations, ICLR 2026, Rio de Janeiro, Brazil, April 23-27, 2026.
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Sarah Spiekermann-Hoff, Marc Langheinrich, Johannes Hoff, Christiane Wendehorst, Jürgen Pfeffer, Thomas Fuchs, Armin Grunwald (2026). The Power of 10: New Rules for the Digital World. CoRR.
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Shirin Pirouzkhah, Pooja Rani, Francesco Sovrano, Vincent J. Hellendoorn, Alberto Bacchelli (2026). The price of precision: the cost of preprocessing for automated code revision in code review. Empir. Softw. Eng..
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Francesco Bombassei De Bona, Ioana Andreea Câmpanu, Marc Langheinrich, Martin Gjoreski, Georgiana Juravle (2025). LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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Francesco Bombassei De Bona, Ioana Andreea Câmpanu, Marc Langheinrich, Martin Gjoreski, Georgiana Juravle (2025). Data from \"LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits\". Zenodo.
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Francesco Bombassei De Bona, Ioana Andreea Câmpanu, Marc Langheinrich, Martin Gjoreski, Georgiana Juravle (2025). Data from \"LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits\". Zenodo.
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Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich (2025). Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. CoRR.
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Konstantinos Kitsios, Francesco Sovrano, Earl T. Barr, Alberto Bacchelli (2025). Detecting Semantic Clones of Unseen Functionality. 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025, Seoul, Korea, Republic of, November 16-20, 2025.
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Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan (2025). Evaluating and Addressing Fairness Across User Groups in Negative Sampling for Recommender Systems. Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025.
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Stefano Fioravanti, Francesco Giannini, Pietro Barbiero, Paolo Frazzetto, Roberto Confalonieri, Fabio Zanasi, Nicolò Navarin (2025). Categorical Explaining Functors: Ensuring Coherence in Logical Explanations. Proceedings of the 22nd International Conference on Principles of Knowledge Representation and Reasoning, KR 2025, Melbourne, Australia, November 11-17, 2025.
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Dario Fenoglio, Mohan Li, Pietro Barbiero, Nicholas D. Lane, Marc Langheinrich, Martin Gjoreski (2025). FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts. CoRR.
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Giacomo Camposampiero, Pietro Barbiero, Michael Hersche, Roger Wattenhofer, Abbas Rahimi (2025). Scalable Evaluation and Neural Models for Compositional Generalization. CoRR.
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Rodrigo Castellano Ontiveros, Ehsan Bonabi Mobaraki, Francesco Giannini, Pietro Barbiero, Marco Gori, Michelangelo Diligenti (2025). Interpretable Link Prediction via Neural-Symbolic Reasoning. Explainable Artificial Intelligence - Third World Conference, xAI 2025, Istanbul, Turkey, July 9-11, 2025, Proceedings, Part II.
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Nouran Abdalazim, Leonardo Alchieri, Lidia Alecci, Giovanni de Felice, Silvia Santini (2025). Blue Mondays and Happy Meals: Investigating the Impact of Contextual Factors on Mood States. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Mandani Ntekouli, Francesco Bombassei De Bona, Martin Gjoreski, Gerasimos Spanakis (2025). Evaluating the Quality of Counterfactual Explanations in Multivariate Time-Series. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Leonardo Alchieri, Lino Candian, Nouran Abdalazim, Lidia Alecci, Giovanni de Felice, Silvia Santini (2025). Exploring Generalist Foundation Models for Time Series of Electrodermal Activity Data. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Swathy Satheesan Cheruvalath, Matías Laporte, Francesco Bombassei De Bona, Teena Hassan, Martin Gjoreski (2025). Generating Explanations for Models Predicting Student Exam Performance. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Lidia Alecci (2025). Mitigating Interpersonal Variability in Machine Learning Models for Human Behavior Monitoring. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Lidia Alecci, Alessandro Zanzi, Matías Laporte, Leonardo Alchieri, Nouran Abdalazim, Giovanni de Felice, Silvia Santini (2025). Robust PPG Authentication: The Role of Temporal, Individual, and State Variability. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Mor Vered, Teena Hassan, Mandani Ntekouli, Sang Won Bae, Martin Gjoreski (2025). XAI for U 2025: 2$nd$ International Workshop on Explainable AI for Ubiquitous, Pervasive and Wearable Computing. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Tania Cerquitelli, Danilo Giordano (2025). Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part III.
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