Emmanouil Panagiotou

According to our database, Emmanouil Panagiotou authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MIMOSA: A Tool for Fairness Exploration Through Explanations.

Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura, Emmanouil Panagiotou, Eirini Ntoutsi

Proceedings of the Proceedings 29th International Conference on Extending Database Technology, 2026

2025

Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration.

Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura, Emmanouil Panagiotou, Eirini Ntoutsi

CoRR, May, 2025

TabFairGDT: A Fast Fair Tabular Data Generator Using Autoregressive Decision Trees.

Emmanouil Panagiotou, Benoît Ronval, Arjun Roy, Ludwig Bothmann, Bernd Bischl, Siegfried Nijssen, Eirini Ntoutsi

Proceedings of the IEEE International Conference on Data Mining, 2025

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

Swati, Arjun Roy, Emmanouil Panagiotou, Eirini Ntoutsi

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

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

Emmanouil Panagiotou, Arjun Roy, Eirini Ntoutsi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

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

Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf, Eirini Ntoutsi

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

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

Emmanouil Panagiotou, Eirini Ntoutsi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2020

Generating Elevation Surface from a Single RGB Remotely Sensed Image Using Deep Learning.

Emmanouil Panagiotou, Georgios Chochlakis, Lazaros Grammatikopoulos, Eleni Charou

Remote. Sens., 2020

Procedural 3D Terrain Generation using Generative Adversarial Networks.

Emmanouil Panagiotou, Eleni Charou

Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020