Dimitrios Michail
Harokopio University
H-index: 19
Europe-Greece
Top articles of Dimitrios Michail
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks
arXiv preprint arXiv:2404.06437
2024/4/9
Dimitrios Michail
H-Index: 10
FLOGA: A machine learning ready dataset, a benchmark and a novel deep learning model for burnt area mapping with Sentinel-2
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2024/3/27
Konstantinos Karantzalos
H-Index: 21
Dimitrios Michail
H-Index: 10
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
arXiv preprint arXiv:2402.09816
2024/2/15
Dimitrios Michail
H-Index: 10
Pluto: A global volcanic activity early warning system powered by large scale self-supervised deep learning on InSAR data
EGU General Assembly Conference Abstracts
2023/5
Dimitrios Michail
H-Index: 10
Earth System Deep Learning towards a Global Digital Twin of Wildfires
EGU General Assembly Conference Abstracts
2023/2/22
Televit: Teleconnection-driven transformers improve subseasonal to seasonal wildfire forecasting
2023
Dimitrios Michail
H-Index: 10
Gustau Camps-Valls
H-Index: 56
Benchmarking and scaling of deep learning models for land cover image classification
ISPRS Journal of Photogrammetry and Remote Sensing
2023/1/1
Dimitrios Michail
H-Index: 10
Christos Tryfonopoulos
H-Index: 6
Kuro Siwo: 12.1 billion under the water. A global multi-temporal satellite dataset for rapid flood mapping
arXiv preprint arXiv:2311.12056
2023/11/18
Dimitrios Michail
H-Index: 10
A Comparative Survey of Graph Databases and Software for Social Network Analytics: The Link Prediction Perspective
2023/10/13
Deep learning for global wildfire forecasting
arXiv preprint arXiv:2211.00534
2022/11/1
Dimitrios Michail
H-Index: 10
Detection of fake news campaigns using graph convolutional networks
International Journal of Information Management Data Insights
2022/11/1
Learning from synthetic InSAR with vision transformers: The case of volcanic unrest detection
IEEE Transactions on Geoscience and Remote Sensing
2022/6/8
Dimitrios Michail
H-Index: 10
Computationally efficient rehearsal for online continual learning
2022/5/15
Dimitrios Michail
H-Index: 10
Christos Diou
H-Index: 11
Iraklis Varlamis
H-Index: 18
Konstantinos Tserpes
H-Index: 17
A survey on the use of graph convolutional networks for combating fake news
Future Internet
2022/2/24
Iraklis Varlamis
H-Index: 18
Dimitrios Michail
H-Index: 10
A Cloud-based Continual Learning System for Road Sign Classification in Autonomous Driving.
2023
Dimitrios Michail
H-Index: 10
Christos Diou
H-Index: 11
Iraklis Varlamis
H-Index: 18
Konstantinos Tserpes
H-Index: 17
Hephaestus: A large scale multitask dataset towards InSAR understanding
2022
Dimitrios Michail
H-Index: 10
JHeaps: An open-source library of priority queues
SoftwareX
2021/12/1
Dimitrios Michail
H-Index: 10
A driving profile recommender system for autonomous driving using sensor data and reinforcement learning
2021/11/26
Teaching-trustworthy autonomous cyber-physical applications through human-centred intelligence
2021/8/23
Self-supervised contrastive learning for volcanic unrest detection
IEEE Geoscience and Remote Sensing Letters
2021/8/19
Dimitrios Michail
H-Index: 10
Nantheera Anantrasirichai
H-Index: 11
Co-Authors
