Shkurta Gashi

According to our database, Shkurta Gashi authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Lateralization Effects in Electrodermal Activity Data Collected Using Wearable Devices.

Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Martin Gjoreski, Silvia Santini

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024

Modeling multiple sclerosis using mobile and wearable sensor data.

Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz

npj Digit. Medicine, 2024

Representation Learning for Wearable-Based Applications in the Case of Missing Data.

Janosch Jungo, Yutong Xiang, Shkurta Gashi, Christian Holz

CoRR, 2024

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors.

Dario Fenoglio, Mohan Li, Davide Casnici, Matías Laporte, Shkurta Gashi, Silvia Santini, Martin Gjoreski, Marc Langheinrich

Proceedings of the International Conference on Intelligent Environments, 2024

Large Language Models for Wearable Data Analysis and Interpretation.

Simon Böhi, Shkurta Gashi

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

WellComp 2023: Sixth International Workshop on Computing for Well-Being.

Shkurta Gashi, Dimitris Spathis, Ting Dang, Alexander Hoelzemann

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

The Role of Model Personalization for Sleep Stage and Sleep Quality Recognition Using Wearables.

Shkurta Gashi, Lidia Alecci, Elena Di Lascio, Maike E. Debus, Francesca Gasparini, Silvia Santini

IEEE Pervasive Comput., 2022

Heart Rate During Sleep Measured Using Finger-, Wrist- and Chest-Worn Devices: A Comparison Study.

Nouran Abdalazim, Joseba Aitzol Arbilla Larraza, Leonardo Alchieri, Lidia Alecci, Silvia Santini, Shkurta Gashi

Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

WellComp 2022: Fifth International Workshop on Computing for Well-Being.

Dimitris Spathis, Miguel Bordallo López, Shkurta Gashi, Wataru Sasaki, Shin Katayama

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Multi-task Learning for Stress Recognition.

Alessandro Pogliaghi, Elena Di Lascio, Shkurta Gashi, Emanuela Piciucco, Silvia Santini, Martin Gjoreski

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

On the mismatch between measured and perceived sleep quality.

Lidia Alecci, Nouran Abdalazim, Leonardo Alchieri, Shkurta Gashi, Silvia Santini

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

On the Impact of Lateralization in Physiological Signals from Wearable Sensors.

Leonardo Alchieri, Nouran Abdalazim, Lidia Alecci, Shkurta Gashi, Elena Di Lascio, Silvia Santini

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Handling Missing Data For Sleep Monitoring Systems.

Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini

Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022

2021

Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds.

Shkurta Gashi, Aaqib Saeed, Alessandra Vicini, Elena Di Lascio, Silvia Santini

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Detecting Verbal and Non-Verbal Gestures Using Earables.

Matías Laporte, Preety Baglat, Shkurta Gashi, Martin Gjoreski, Silvia Santini, Marc Langheinrich

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Automatic Recognition of Flow During Work Activities Using Context and Physiological Signals.

Elena Di Lascio, Shkurta Gashi, Maike E. Debus, Silvia Santini

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia.

Elena Di Lascio, Shkurta Gashi, Juan Sebastian Hidalgo, Beatrice Nale, Maike E. Debus, Silvia Santini

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Detection of Artifacts in Ambulatory Electrodermal Activity Data.

Shkurta Gashi, Elena Di Lascio, Bianca Stancu, Vedant Das Swain, Varun Mishra, Martin Gjoreski, Silvia Santini

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

2019

Using Unobtrusive Wearable Sensors to Measure the Physiological Synchrony Between Presenters and Audience Members.

Shkurta Gashi, Elena Di Lascio, Silvia Santini

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Laughter Recognition Using Non-invasive Wearable Devices.

Elena Di Lascio, Shkurta Gashi, Silvia Santini

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

2018

Unobtrusive Assessment of Students' Emotional Engagement during Lectures Using Electrodermal Activity Sensors.

Elena Di Lascio, Shkurta Gashi, Silvia Santini

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Moodbook: An Application for Continuous Monitoring of Social Media Usage and Mood.

Heng Zhang, Shkurta Gashi, Hanke Kimm, Elçin Hanci, Oludamilare Matthews

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Using Students' Physiological Synchrony to Quantify the Classroom Emotional Climate.

Shkurta Gashi, Elena Di Lascio, Silvia Santini

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Unobtrusive Recognition of Socio-Affective Dynamics During Human Interactions Using Wearables and Smartphones.

Shkurta Gashi

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

In-classroom self-tracking for teachers and students: preliminary findings from a pilot study.

Elena Di Lascio, Shkurta Gashi, Danilo Krasic, Silvia Santini

Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017