Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors. - Thanos Tagaris; George Ioannou; Maria Sdraka; Georgios Alexandridis; Andreas Stafylopatis (ICAAI, 2019)

High-Resolution Class Activation Mapping. - Thanos Tagaris; Maria Sdraka; Andreas Stafylopatis (ICIP, 2019)

Generative Adversarial Networks as an Advanced Data Augmentation Technique for MRI Data. - Filippos Konidaris; Thanos Tagaris; Maria Sdraka; Andreas Stafylopatis (VISIGRAPP (5: VISAPP), 2019)

A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning. - Dimitrios Sykas; Maria Sdraka; Dimitrios Zografakis; Ioannis Papoutsis (CoRR, 2022)

A Sentinel-2 Multiyear, Multicountry Benchmark Dataset for Crop Classification and Segmentation With Deep Learning. - Dimitrios Sykas; Maria Sdraka; Dimitrios Zografakis; Ioannis Papoutsis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Kuro Siwo: 12.1 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. - Nikolaos-Ioannis Bountos; Maria Sdraka; Angelos Zavras; Ilektra Karasante; Andreas Karavias; Themistocles Herekakis; Angeliki Thanasou; Dimitrios Michail 001; Ioannis Papoutsis (CoRR, 2023)

Kuro Siwo: 33 billion m2 under the water. A global multi-temporal satellite dataset for rapid flood mapping. - Nikolaos-Ioannis Bountos; Maria Sdraka; Angelos Zavras; Andreas Karavias; Ilektra Karasante; Themistocles Herekakis; Angeliki Thanasou; Dimitrios Michail 001; Ioannis Papoutsis (NeurIPS, 2024)

FLOGA: A Machine-Learning-Ready Dataset, a Benchmark, and a Novel Deep Learning Model for Burnt Area Mapping With Sentinel-2. - Maria Sdraka; Alkinoos Dimakos; Alexandros Malounis; Zisoula Ntasiou; Konstantinos Karantzalos; Dimitrios Michail 001; Ioannis Papoutsis (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring. - Nikolas Papadopoulos; Nikolaos-Ioannis Bountos; Maria Sdraka; Andreas Karavias; Ioannis Papoutsis (CoRR, 2025)