Ioannis Prapas

Identifiers

• name variant Ioannis Prapas 0.60 · backfill

Papers (12)

1. Probabilistic Machine Learning for Noisy Labels in Earth Observation cs.LG · 2025 · author #3
2. AI for Extreme Event Modeling and Understanding: Methodologies and Challenges cs.AI · 2024 · author #10
3. Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks cs.CV · 2024 · author #4
4. Causal Graph Neural Networks for Wildfire Danger Prediction cs.LG · 2024 · author #2
5. SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics cs.CV · 2023 · author #3
6. TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting cs.CV · 2023 · author #1
7. Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean cs.CV · 2023 · author #2
8. Deep learning based landslide density estimation on SAR data for rapid response cs.CV · 2022 · author #4
9. SAR-based landslide classification pretraining leads to better segmentation cs.CV · 2022 · author #4
10. Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes eess.SP · 2022 · author #4
11. Deep Learning for Global Wildfire Forecasting cs.LG · 2022 · author #1
12. Deep Learning Methods for Daily Wildfire Danger Forecasting cs.LG · 2021 · author #1

Mentions

• 2504.03478 #3 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2406.20080 #10 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2404.06437 #4 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2403.08414 #2 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2312.07199 #3 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2306.05144 #2 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2211.00534 #1 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2306.10940 #1 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2211.10338 #4 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2211.09927 #4 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2211.02869 #4 · arxiv_oai · confidence 0.70 Ioannis Prapas
• 2111.02736 #1 · arxiv_oai · confidence 0.70 Ioannis Prapas

Frequent Coauthors

• Ioannis Papoutsis 9 shared papers
• Spyros Kondylatos 7 shared papers
• Gustau Camps-Valls 6 shared papers
• Dimitrios Michail 3 shared papers
• Edoardo Nemni 3 shared papers
• Freddie Kalaitzis 3 shared papers
• Ilektra Karasante 3 shared papers
• Nikolaos Ioannis Bountos 3 shared papers
• Nuno Carvalhais 3 shared papers
• Ragini Bal Mahesh 3 shared papers
• Siddha Ganju 3 shared papers
• Wei Ji Leong 3 shared papers
• Akanksha Ahuja 2 shared papers
• Charalampos Davalas 2 shared papers
• Lazaro Alonso 2 shared papers
• Miguel-\'Angel Fern\'andez-Torres 2 shared papers
• Raul Ramos-Pollan 2 shared papers
• Vanessa Boehm 2 shared papers
• Adrian H\"ohl 1 shared papers
• Andrea Castelletti 1 shared papers