Sofia Yfantidou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Literature Review

Wearable Computing

Sequential Data

Top Venues

PerCom Workshops

UbiComp/ISWC Adjunct

UMAP (Adjunct Publication)

Publications

Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Using Self-supervised Learning Can Improve Model Fairness. KDD (2024)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Using Self-supervised Learning Can Improve Model Fairness. CoRR (2024)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Athena Vakali, Daniele Quercia, Fahim Kawsar
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data. CoRR (2024)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali
14 Years of Self-Tracking Technology for mHealth - Literature Review: Lessons Learned and the PAST SELF Framework. ACM Trans. Comput. Heal. 4 (3) (2023)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali, Ricardo Baeza-Yates
Uncovering Bias in Personal Informatics. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Tong Xia, Niels van Berkel
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing. UbiComp/ISWC Adjunct (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
The State of Algorithmic Fairness in Mobile Human-Computer Interaction. CoRR (2023)
Sofia Yfantidou, Dimitris Spathis, Marios Constantinides, Tong Xia, Niels van Berkel
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing. CoRR (2023)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali, Ricardo Baeza-Yates
Uncovering Bias in Personal Informatics. CoRR (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
The State of Algorithmic Fairness in Mobile Human-Computer Interaction. MobileHCI (Companion) (2023)
Sofia Yfantidou, Georgia Yfantidou, Panagiota Balaska, Athena Vakali
Negotiation Strategies in Ubiquitous Human-Computer Interaction: A Novel Storyboards Scale & Field Study. CoRR (2023)
Christina Karagianni, Eva Paraschou, Sofia Yfantidou, Athena Vakali
MINDSET: A benchMarking suIte exploring seNsing Data for SElf sTates inference. DSAA (2023)
Sofia Yfantidou, Marios Constantinides, Dimitris Spathis, Athena Vakali, Daniele Quercia, Fahim Kawsar
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing. CoRR (2023)
Eva Paraschou, Sofia Yfantidou, Athena Vakali
UnStressMe: Explainable Stress Analytics and Self-tracking Data Visualizations. PerCom Workshops (2023)
Vasiliki Parousidou, Sofia Yfantidou, Christina Karagianni, Athena Vakali
Stress Beats: A Continuum of Learning Methods for Personalized Stress Detection. WI/IAT (2023)
Asterios Bampakis, Sofia Yfantidou, Athena Vakali
UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions. HealthCom (2022)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali
12 Years of Self-tracking for Promoting Physical Activity from a User Diversity Perspective: Taking Stock & Thinking Ahead. UMAP (Adjunct Publication) (2022)
Asterios Bampakis, Sofia Yfantidou, Athena Vakali
UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions. CoRR (2022)
Dimitrios Vasdekis, Sofia Yfantidou, Stefanos Efstathiou, Athena Vakali
WeMoD: A Machine Learning Approach for Wearable and Mobile Physical Activity Prediction. PerCom Workshops (2022)
Dimitrios Panteleimon Giakatos, Sofia Yfantidou, Stefanos Efstathiou, Athena Vakali
WearMerge: An Interoperable Framework for Self-tracking Data Integration and Standardization. PerCom Workshops (2022)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali
12 Years of Self-tracking for Promoting Physical Activity from a User Diversity Perspective: Taking Stock and Thinking Ahead. CoRR (2022)
Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali
Self-Tracking Technology for mHealth: A Systematic Review and the PAST SELF Framework. CoRR (2021)