Shkurta Gashi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Continuous Monitoring

Activity Recognition

Hierarchical Classification

Human Interactions

Top Venues

UbiComp/ISWC Adjunct

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

PervasiveHealth

Publications

Janosch Jungo, Yutong Xiang, Shkurta Gashi, Christian Holz
Representation Learning for Wearable-Based Applications in the Case of Missing Data. CoRR (2024)
Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Martin Gjoreski, Silvia Santini
Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich
Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors. IE (2024)
Simon Böhi, Shkurta Gashi
Large Language Models for Wearable Data Analysis and Interpretation. Tiny Papers @ ICLR (2024)
Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz
Modeling multiple sclerosis using mobile and wearable sensor data. npj Digit. Medicine 7 (1) (2024)
Shkurta Gashi, Dimitris Spathis, Ting Dang, Alexander Hoelzemann
WellComp 2023: Sixth International Workshop on Computing for Well-Being. UbiComp/ISWC Adjunct (2023)
Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
Handling Missing Data For Sleep Monitoring Systems. ACII (2022)
Lidia Alecci, Nouran Abdalazim, Leonardo Alchieri, Shkurta Gashi, Silvia Santini
On the mismatch between measured and perceived sleep quality. UbiComp/ISWC Adjunct (2022)
Dimitris Spathis, Miguel Bordallo López, Shkurta Gashi, Wataru Sasaki, Shin Katayama
WellComp 2022: Fifth International Workshop on Computing for Well-Being. UbiComp/ISWC Adjunct (2022)
Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Elena Di Lascio, Silvia Santini
On the Impact of Lateralization in Physiological Signals from Wearable Sensors. UbiComp/ISWC Adjunct (2022)
Nouran Abdalazim, Joseba Aitzol Arbilla Larraza, Leonardo Alchieri, Lidia Alecci, Silvia Santini, Shkurta Gashi
Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study. PervasiveHealth (2022)
Alessandro Pogliaghi, Elena Di Lascio, Shkurta Gashi, Emanuela Piciucco, Silvia Santini, Martin Gjoreski
Multi-task Learning for Stress Recognition. UbiComp/ISWC Adjunct (2022)
Shkurta Gashi, Lidia Alecci, Elena Di Lascio, Maike E. Debus, Francesca Gasparini, Silvia Santini
The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables. IEEE Pervasive Comput. 21 (2) (2022)
Matías Laporte, Preety Baglat, Shkurta Gashi, Martin Gjoreski, Silvia Santini, Marc Langheinrich
Detecting Verbal and Non-Verbal Gestures Using Earables. UbiComp/ISWC Adjunct (2021)
Elena Di Lascio, Shkurta Gashi, Maike E. Debus, Silvia Santini
Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals. ACII (2021)
Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini
Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds. ICMI (2021)
Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini
Detection of Artifacts in Ambulatory Electrodermal Activity Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Elena Di Lascio, Shkurta Gashi, Juan Sebastian Hidalgo, Beatrice Nale, Maike E. Debus, Silvia Santini
A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Elena Di Lascio, Shkurta Gashi, Silvia Santini
Laughter Recognition Using Non-invasive Wearable Devices. PervasiveHealth (2019)
Shkurta Gashi, Elena Di Lascio, Silvia Santini
Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Shkurta Gashi
Unobtrusive Recognition of Socio-Affective Dynamics During Human Interactions Using Wearables and Smartphones. UbiComp/ISWC Adjunct (2018)
Heng Zhang, Shkurta Gashi, Hanke Kimm, Elçin Hanci, Oludamilare Matthews
Moodbook: An Application for Continuous Monitoring of Social Media Usage and Mood. UbiComp/ISWC Adjunct (2018)
Elena Di Lascio, Shkurta Gashi, Silvia Santini
Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Shkurta Gashi, Elena Di Lascio, Silvia Santini
Using Students' Physiological Synchrony to Quantify the Classroom Emotional Climate. UbiComp/ISWC Adjunct (2018)
Elena Di Lascio, Shkurta Gashi, Danilo Krasic, Silvia Santini
In-classroom self-tracking for teachers and students: preliminary findings from a pilot study. UbiComp/ISWC Adjunct (2017)