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Sofia Yfantidou
Sofia Yfantidou
Marie Skłodowska-Curie ITN Fellow, MSc Big Data Management and Analytics
csd.auth.gr의 이메일 확인됨 - 홈페이지
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Time Series Databases and InfluxDB
SNZ Naqvi, S Yfantidou, E Zimányi
Universite Libre de Bruxelles. Available online: http://cs. ulb. ac. be …, 2017
2292017
14 Years of Self-Tracking Technology for mHealth-Literature Review: Lessons Learnt and the PAST SELF Framework
S Yfantidou, P Sermpezis, A Vakali
ACM Transactions on Computing for Healthcare, 2023
25*2023
Beyond accuracy: a critical review of fairness in machine learning for mobile and wearable computing
S Yfantidou, M Constantinides, D Spathis, A Vakali, D Quercia, F Kawsar
arXiv preprint arXiv:2303.15585, 2023
182023
LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild
S Yfantidou, C Karagianni, S Efstathiou, A Vakali, J Palotti, DP Giakatos, ...
Scientific Data 9 (1), 663, 2022
152022
Uncovering Bias in Personal Informatics
S Yfantidou, P Sermpezis, A Vakali, R Baeza-Yates
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3), 30, 2023
72023
12 Years of Self-tracking for Promoting Physical Activity from a User Diversity Perspective: Taking Stock and Thinking Ahead
S Yfantidou, P Sermpezis, A Vakali
Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation …, 2022
72022
Wemod: A machine learning approach for wearable and mobile physical activity prediction
D Vasdekis, S Yfantidou, S Efstathiou, A Vakali
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
52022
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data
S Yfantidou, D Spathis, M Constantinides, A Vakali, D Quercia, F Kawsar
Human-Centric Representation Learning workshop at AAAI 2024, 2024
42024
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing
S Yfantidou, D Spathis, M Constantinides, T Xia, N Van Berkel
Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023
32023
The state of algorithmic fairness in mobile human-computer interaction
S Yfantidou, M Constantinides, D Spathis, A Vakali, D Quercia, F Kawsar
Proceedings of the 25th International Conference on Mobile Human-Computer …, 2023
32023
MINDSET: A benchMarking suIte exploring seNsing Data for SElf sTates inference
C Karagianni, E Paraschou, S Yfantidou, A Vakali
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
22023
UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions
A Bampakis, S Yfantidou, A Vakali
2022 IEEE International Conference on E-health Networking, Application …, 2022
22022
Using Self-supervised Learning Can Improve Model Fairness
S Yfantidou, D Spathis, M Constantinides, A Vakali, D Quercia, F Kawsar
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
12024
AgoraSpeech: A multi-annotated comprehensive dataset of political discourse through the lens of humans and AI
P Sermpezis, S Karamanidis, E Paraschou, I Dimitriadis, S Yfantidou, ...
arXiv preprint arXiv:2501.06265, 2025
2025
FairComp: 2nd International Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing
L Meegahapola, D Spathis, M Constantinides, H Zhang, S Yfantidou, ...
Companion of the 2024 on ACM International Joint Conference on Pervasive and …, 2024
2024
Negotiation strategies in ubiquitous human-computer interaction: a novel storyboards scale & field study
S Yfantidou, G Yfantidou, P Balaska, A Vakali
Multimedia Tools and Applications, 1-35, 2024
2024
Assessing Bias in Self-supervised and Supervised Models for Temporal Data
M Liatsikou, S Yfantidou, A Vakali
Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 1-7, 2024
2024
Stress Beats: a continuum of learning methods for personalized stress detection
V Parousidou, S Yfantidou, C Karagianni, A Vakali
2023 IEEE International Conference on Web Intelligence and Intelligent Agent …, 2023
2023
UnStressMe: Explainable Stress Analytics and Self-tracking Data Visualizations
E Paraschou, S Yfantidou, A Vakali
2023 IEEE International Conference on Pervasive Computing and Communications …, 2023
2023
WearMerge: An Interoperable Framework for Self-tracking Data Integration and Standardization
DP Giakatos, S Yfantidou, S Efstathiou, A Vakali
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
2022
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