Shkurta Gashi

Former Member
Publications
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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Simon Böhi, Shkurta Gashi (2024). Large Language Models for Wearable Data Analysis and Interpretation. The Second Tiny Papers Track at ICLR 2024, Tiny Papers @ ICLR 2024, Vienna, Austria, May 11, 2024.
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Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Martin Gjoreski, Silvia Santini (2024). Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz (2024). Modeling multiple sclerosis using mobile and wearable sensor data. npj Digit. Medicine.
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Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich (2024). Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. International Conference on Intelligent Environments, IE 2024, Ljubljana, Slovenia, June 17-20, 2024.
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Janosch Jungo, Yutong Xiang, Shkurta Gashi, Christian Holz (2024). Representation Learning for Wearable-Based Applications in the Case of Missing Data. CoRR.
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Tamas Visy, Rita Kuznetsova, Christian Holz, Shkurta Gashi (2024). Systematic Evaluation of Self-Supervised Learning Approaches for Wearable-Based Fatigue Recognition. Conference on Health, Inference, and Learning, New York, NY, USA, 27-28 June 2024.
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Ting Dang, Shkurta Gashi, Dimitris Spathis, Alexander Hoelzemann (2024). WellComp 2024: Seventh International Workshop on Computing for Well-Being. Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2024, Melbourne, VIC, Australia, October 5-9, 2024.
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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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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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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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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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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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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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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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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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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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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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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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Elena Di Lascio, Shkurta Gashi, Silvia Santini (2019). Laughter Recognition Using Non-invasive Wearable Devices. Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019, Trento, Italy, 20-23 May 2019.
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Shkurta Gashi, Elena Di Lascio, Silvia Santini (2019). Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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Heng Zhang, Shkurta Gashi, Hanke Kimm, Elçin Hanci, Oludamilare Matthews (2018). Moodbook: An Application for Continuous Monitoring of Social Media Usage and Mood. Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, UbiComp/ISWC 2018 Adjunct, Singapore, October 08-12, 2018.
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Elena Di Lascio, Shkurta Gashi, Silvia Santini (2018). Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..
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