Follow
Marios Bakratsas
Marios Bakratsas
Verified email at iti.gr
Title
Cited by
Cited by
Year
Flood hazard and risk mapping by applying an explainable machine learning framework using satellite imagery and GIS data
G Antzoulatos, IO Kouloglou, M Bakratsas, A Moumtzidou, ...
Sustainability 14 (6), 3251, 2022
362022
Hadoop MapReduce performance on SSDs for analyzing social networks
M Bakratsas, P Basaras, D Katsaros, L Tassiulas
Big data research 11, 1-10, 2018
272018
Flood Hazard and Risk Mapping by Applying an Explainable Machine Learning Framework Using Satellite Imagery and GIS Data. Sustainability, 14 (6)
G Antzoulatos, IO Kouloglou, M Bakratsas, A Moumtzidou, ...
102022
Multimodal fusion of sentinel 1 images and social media data for snow depth estimation
DF Mantsis, M Bakratsas, S Andreadis, P Karsisto, A Moumtzidou, ...
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2020
82020
Road passability estimation using deep neural networks and satellite image patches
A Moumtzidou, M Bakratsas, S Andreadis, I Gialampoukidis, S Vrochidis, ...
Proc. BiDS, 1-4, 2019
62019
Hadoop mapreduce performance on ssds: the case of complex network analysis tasks
M Bakratsas, P Basaras, D Katsaros, L Tassiulas
Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data …, 2017
62017
Multimedia Analysis Techniques for Flood Detection Using Images, Articles and Satellite Imagery.
S Andreadis, M Bakratsas, P Giannakeris, A Moumtzidou, ...
MediaEval, 2019
52019
A multimodal tensor-based late fusion approach for satellite image search in sentinel 2 images
I Gialampoukidis, A Moumtzidou, M Bakratsas, S Vrochidis, I Kompatsiaris
International Conference on Multimedia Modeling, 294-306, 2021
42021
Flood detection with Sentinel-2 satellite images in crisis management systems.
A Moumtzidou, M Bakratsas, S Andreadis, A Karakostas, I Gialampoukidis, ...
ISCRAM, 1049-1059, 2020
42020
FIWARE-compatible Smart Data Models for Satellite Imagery and Flood Risk Assessment to Enhance Data Management
IO Kouloglou, G Antzoulatos, G Vosinakis, F Lombardo, A Abella, ...
Preprints, 2023
2023
Parallel DBSCAN-Martingale Estimation of the Number of Concepts for Automatic Satellite Image Clustering
I Gialampoukidis, S Andreadis, N Pantelidis, S Hayat, L Zhong, ...
International Conference on Multimedia Modeling, 95-106, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–11