Dr Evdoxia Taka

  • Research Associate (Computing Science)

Biography

I am a Research Associate in the School of Computing Science at University of Glasgow, UK. I received my PhD in Computer Science from University of Glasgow in 2023. The title of my PhD Thesis was "Interactive Animated Visualizations of Probabilistic Models". After my graduation, I continued working as a Postdoctoral Researcher in the School of Computing Science at University of Glasgow in the following projects:

  • May 2023 - Jan 2023: EFFI: End-users Fixing Fairness Issues. Funded by Fujitsu Ltd.
  •  Jan 2023 - Jan 2024: Women, Ageing, and Machine Learning on Screen. Funded by the Leverhulme Institute.
  •    Jan 2024 - Present: Probable Futures. Funded by RAI UK.

See also my personal website: https://www.dcs.gla.ac.uk/~evdoxia/

Research interests

  • Uncertainty Visualization
  • Bayesian Probabilistic Modelling
  • Explainable AI
  • Fairness in AI
  • Human-in-the-loop approaches
  • Machine Learning
  • Causality

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2020 | 2017
Number of items: 6.

2024

Stumpf, Simone ORCID logoORCID: https://orcid.org/0000-0001-6482-1973, Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Nakao, Yuri, Luo, Lin ORCID logoORCID: https://orcid.org/0000-0002-0310-3158, Sonoda, Ryosuke and Yokota, Takuya (2024) The Need for User-centred Assessment of AI Fairness and Correctness. In: UMAP '24: 32nd ACM Conference on User Modeling, Adaptation and Personalization, Cagliari, Italy, 01-04 Jul 2024, pp. 523-527. ISBN 9798400704666 (doi: 10.1145/3631700.3664912)

2023

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2023) Does interactive conditioning help users better understand the structure of probabilistic models? IEEE Transactions on Visualization and Computer Graphics, (doi: 10.1109/TVCG.2022.3231967) (PMID:37018342) (Early Online Publication)

2020

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2020) Increasing interpretability of Bayesian probabilistic programming models through interactive visualizations. Frontiers in Computer Science, 2, 567344. (doi: 10.3389/fcomp.2020.567344)

2017

Dimitriou, Nikolaos, Kioumourtzis, George, Sideris, Anargyros, Stavropoulos, Georgios, Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Zotos, Nikolaos, Leventakis, George and Tzovaras, Dimitrios (2017) An Integrated Framework for the Timely Detection of Petty Crimes. In: 2017 European Intelligence and Security Informatics Conference (EISIC), Athens, Greece, 11-13 Sept 2017, pp. 24-31. (doi: 10.1109/EISIC.2017.13)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Papachristou, Konstantinos, Dimitriou, Nikolaos, Drosou, Anastasios and Tzovaras, Dimitrios (2017) On the Potential of Simulation Enhancec Conservation of CH Artifacts. In: 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Milan, Italy, 06-09 June 2017, ISBN 9781538639177 (doi: 10.1109/EEEIC.2017.7977688)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Papachristou, Konstantinos, Drosou, Anastasios, Dimitriou, Nikolaos and Tzovaras, Dimitrios (2017) Physical Forces Aware Aging Simulation on Cultural Heritage Artifacts. In: 2017 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), Copenhagen, Denmark, 07-09 June 2017, ISBN 9781538616352 (doi: 10.1109/3DTV.2017.8280394)

This list was generated on Tue Jun 17 23:03:51 2025 BST.
Jump to: Articles | Conference Proceedings
Number of items: 6.

Articles

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2023) Does interactive conditioning help users better understand the structure of probabilistic models? IEEE Transactions on Visualization and Computer Graphics, (doi: 10.1109/TVCG.2022.3231967) (PMID:37018342) (Early Online Publication)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Stein, Sebastian ORCID logoORCID: https://orcid.org/0000-0003-1828-4008 and Williamson, John H. ORCID logoORCID: https://orcid.org/0000-0001-8085-7853 (2020) Increasing interpretability of Bayesian probabilistic programming models through interactive visualizations. Frontiers in Computer Science, 2, 567344. (doi: 10.3389/fcomp.2020.567344)

Conference Proceedings

Stumpf, Simone ORCID logoORCID: https://orcid.org/0000-0001-6482-1973, Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Nakao, Yuri, Luo, Lin ORCID logoORCID: https://orcid.org/0000-0002-0310-3158, Sonoda, Ryosuke and Yokota, Takuya (2024) The Need for User-centred Assessment of AI Fairness and Correctness. In: UMAP '24: 32nd ACM Conference on User Modeling, Adaptation and Personalization, Cagliari, Italy, 01-04 Jul 2024, pp. 523-527. ISBN 9798400704666 (doi: 10.1145/3631700.3664912)

Dimitriou, Nikolaos, Kioumourtzis, George, Sideris, Anargyros, Stavropoulos, Georgios, Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Zotos, Nikolaos, Leventakis, George and Tzovaras, Dimitrios (2017) An Integrated Framework for the Timely Detection of Petty Crimes. In: 2017 European Intelligence and Security Informatics Conference (EISIC), Athens, Greece, 11-13 Sept 2017, pp. 24-31. (doi: 10.1109/EISIC.2017.13)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Papachristou, Konstantinos, Dimitriou, Nikolaos, Drosou, Anastasios and Tzovaras, Dimitrios (2017) On the Potential of Simulation Enhancec Conservation of CH Artifacts. In: 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Milan, Italy, 06-09 June 2017, ISBN 9781538639177 (doi: 10.1109/EEEIC.2017.7977688)

Taka, Evdoxia ORCID logoORCID: https://orcid.org/0000-0001-7011-3367, Papachristou, Konstantinos, Drosou, Anastasios, Dimitriou, Nikolaos and Tzovaras, Dimitrios (2017) Physical Forces Aware Aging Simulation on Cultural Heritage Artifacts. In: 2017 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), Copenhagen, Denmark, 07-09 June 2017, ISBN 9781538616352 (doi: 10.1109/3DTV.2017.8280394)

This list was generated on Tue Jun 17 23:03:51 2025 BST.

Research datasets

Jump to: 2022
Number of items: 1.

2022

Taka, E. , Stein, S. and Williamson, J. (2022) Does Interacting Help Users Better Understand the Structure of Probabilistic Models? [Data Collection]

This list was generated on Tue Jun 17 18:25:27 2025 BST.

Evdoxia Taka