Projects
Publications (22)
2025
1 publication2024
1 publication- Experimental IR meets Multilinguality, multimodality, and interaction
Proceedings of the Fifteenth International Conference of the CLEF · 2024
2023
2 publications- Analysis of Emotion Annotation Strength Improves Generalization in Speech Emotion Recognition Models
2023
- Towards Accurate and Efficient Sleep Period Detection Using Wearable Devices
Lecture notes in computer science · 2023
2022
5 publications- LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild
Scientific Data · 2022
- Detecting sleep outside the clinic using wearable heart rate devices
Scientific Reports · 2022
- Maiby's Algorithm: A Two-stage Deep Learning Approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease
Computing in cardiology · 2022
- Multilingual Detection of Personal Employment Status on Twitter
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022
- Tasrif: processing wearable data in Python
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) · 2022
2021
1 publication- Predicting Several Sleep Quality Metrics Based On Same Day Physical Activity
ICLR AI for public health Workshop · 2021
2020
5 publications- The future of sleep health: a data-driven revolution in sleep science and medicine
npj Digital Medicine · 2020
- Making sense of sleep: Multimodal sleep stage classification in a large, diverse population using movement and cardiac sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous · 2020
- Artificial Intelligence (AI) based machine learning models predict glucose variability and hypoglycaemia risk in patients with type 2 diabetes on a multiple drug regimen who fast during ramadan (The PROFAST – IT Ramadan study)
Diabetes Research and Clinical Practice · 2020
- Monitoring of the Venezuelan exodus through Facebook’s advertising platform
PLoS ONE · 2020
- Detecting sleep in free-living conditions without sleep-diaries: a device-agnostic, wearable heart rate sensing approach
medRxiv · 2020
2019
7 publications- Benchmark on a large cohort for sleep-wake classification with machine learning techniques
npj Digital Medicine · 2019
- Trectools: an open-source python library for information retrieval practitioners involved in trec-like campaigns
Proceedings of the 42nd International ACM SIGIR Conference on Research and · 2019
- Overview of the CLEF eHealth Evaluation Lab 2019
Lecture notes in computer science · 2019
- Consumer health search on the web: study of web page understandability and its integration in ranking algorithms
Journal of medical Internet research 21 (1), e10986 · 2019
- Health Lifestyle Data-Driven Applications Using Pervasive Computing
Lecture notes in bioengineering · 2019
- CLEF eHealth 2019 Evaluation Lab
Lecture notes in computer science · 2019
- Understandability and expertise in consumer health search: retrieving topically relevant and understandable health information on the Web
Technische Universität Wien · 2019