Ioannis Prapas

Orcid: 0000-0002-9111-4112

According to our database1, Ioannis Prapas authored at least 11 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics.
CoRR, 2023

Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Fire Risk Management using Data Cubes, Machine Learning and OBDA systems.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022
Deep learning based landslide density estimation on SAR data for rapid response.
CoRR, 2022

SAR-based landslide classification pretraining leads to better segmentation.
CoRR, 2022

Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes.
CoRR, 2022

Deep Learning for Global Wildfire Forecasting.
CoRR, 2022

2021
Continuous Training and Deployment of Deep Learning Models.
Datenbank-Spektrum, 2021

Deep Learning Methods for Daily Wildfire Danger Forecasting.
CoRR, 2021

2018
Towards Human Activity Reasoning with Computational Logic and Deep Learning.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018


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