Procedural 3D Terrain Generation using Generative Adversarial Networks. - Emmanouil Panagiotou; Eleni Charou (SETN Workshops, 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)

Learning Impartial Policies for Sequential Counterfactual Explanations Using Deep Reinforcement Learning. - Emmanouil Panagiotou; Eirini Ntoutsi (PKDD/ECML Workshops (1), 2023)

TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE. - Emmanouil Panagiotou; Manuel Heurich; Tim Landgraf; Eirini Ntoutsi (ICAIF, 2024)

Synthetic Tabular Data Generation for Class Imbalance and Fairness: A Comparative Study. - Emmanouil Panagiotou; Arjun Roy 001; Eirini Ntoutsi (CoRR, 2024)

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, 2025)