All Stories

  1. Adversarial Robustness of Variational Autoencoders Across Intersectional Subgroups

    Article • January 2026, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  2. Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study

    Article • January 2026, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  3. MMM-fair: An Interactive Toolkit for Exploring and Operationalizing Multi-Fairness Trade-offs

    Article • November 2025, ACM (Association for Computing Machinery)

    Emmanouil Panagiotou, Prof. Dr. Eirini Ntoutsi, Swati Swati, Arjun Roy

  4. Generative AI-augmented offshore jacket design: Integrated approach for mixed tabular data generation under scarcity and imbalance

    Article • Automation in Construction, September 2025, Elsevier

    Prof. Dr. Eirini Ntoutsi

  5. Achieving Socio-Economic Parity through the Lens of EU AI Act

    Article • June 2025, ACM (Association for Computing Machinery)

    Prof. Dr. Eirini Ntoutsi

  6. Testing fairness measures in machine learning using an approach for designing tests in education.

    Article • April 2025, ACM (Association for Computing Machinery)

    Prof. Dr. Eirini Ntoutsi, ZIQI XU, Sevvandi Kandanaarachchi, Cheng Soon Ong

  7. Learning Impartial Policies for Sequential Counterfactual Explanations Using Deep Reinforcement Learning

    Article • January 2025, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  8. TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE

    Article • November 2024, ACM (Association for Computing Machinery)

    Prof. Dr. Eirini Ntoutsi, Emmanouil Panagiotou

  9. Towards Data-Driven Design of Offshore Jacket Structures

    Article • Ocean Engineering, July 2024, Elsevier

    Prof. Dr. Eirini Ntoutsi

  10. Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering

    Article • January 2024, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  11. Multi-dimensional discrimination in AI systems

    Article • June 2023, ACM (Association for Computing Machinery)

    Prof. Dr. Eirini Ntoutsi

  12. A Review of Clustering Models in Educational Data Science Toward Fairness-Aware Learning

    Article • January 2023, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  13. Evaluation of Group Fairness Measures in Student Performance Prediction Problems

    Article • January 2023, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  14. Multi-fair Capacitated Students-Topics Grouping Problem

    Article • January 2023, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  15. Bias in data‐driven artificial intelligence systems—An introductory survey

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, February 2020, Wiley

    Prof. Dr. Eirini Ntoutsi, Thanassis Tiropanis

  16. Opinion Stream Mining

    Article • January 2017, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  17. Opinion Stream Mining

    Article • January 2016, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  18. Trajectory Database Systems

    Article • January 2008, Springer Science + Business Media

    Prof. Dr. Eirini Ntoutsi

  19. Pattern Comparison in Data Mining

    Article • January 2007, IGI Global

    Prof. Dr. Eirini Ntoutsi