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Ioannis Prapas
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 13
Top Topics
Synthetic Aperture Radar
Deep Learning
Robust Classification
Rapid Response
Top Venues
CoRR
Datenbank-Spektrum
SETN
SIGSPATIAL/GIS
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Publications
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Ioannis Prapas
,
Nikolaos-Ioannis Bountos
,
Spyros Kondylatos
,
Dimitrios Michail
,
Gustau Camps-Valls
,
Ioannis Papoutsis
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
ICCV (Workshops)
(2023)
Spyros Kondylatos
,
Ioannis Prapas
,
Gustau Camps-Valls
,
Ioannis Papoutsis
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.
CoRR
(2023)
Spyridon Kondylatos
,
Ioannis Prapas
,
Gustau Camps-Valls
,
Ioannis Papoutsis
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.
NeurIPS
(2023)
Dimitris Bilidas
,
Anastasios Mantas
,
Filippos Yfantis
,
George Stamoulis
,
Manolis Koubarakis
,
Spyros Kondylatos
,
Ioannis Prapas
,
Ioannis Papoutsis
Fire Risk Management using Data Cubes, Machine Learning and OBDA systems.
SIGSPATIAL/GIS
(2023)
Ilektra Karasante
,
Lázaro Alonso
,
Ioannis Prapas
,
Akanksha Ahuja
,
Nuno Carvalhais
,
Ioannis Papoutsis
SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics.
CoRR
(2023)
Ioannis Prapas
,
Nikolaos-Ioannis Bountos
,
Spyros Kondylatos
,
Dimitrios Michail
,
Gustau Camps-Valls
,
Ioannis Papoutsis
TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting.
CoRR
(2023)
Vanessa Böhm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
SAR-based landslide classification pretraining leads to better segmentation.
CoRR
(2022)
Vanessa Boehm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
Deep learning based landslide density estimation on SAR data for rapid response.
CoRR
(2022)
Ioannis Prapas
,
Akanksha Ahuja
,
Spyros Kondylatos
,
Ilektra Karasante
,
Eleanna Panagiotou
,
Lázaro Alonso
,
Charalampos Davalas
,
Dimitrios Michail
,
Nuno Carvalhais
,
Ioannis Papoutsis
Deep Learning for Global Wildfire Forecasting.
CoRR
(2022)
Vanessa Boehm
,
Wei Ji Leong
,
Ragini Bal Mahesh
,
Ioannis Prapas
,
Edoardo Nemni
,
Freddie Kalaitzis
,
Siddha Ganju
,
Raúl Ramos-Pollán
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes.
CoRR
(2022)
Ioannis Prapas
,
Behrouz Derakhshan
,
Alireza Rezaei Mahdiraji
,
Volker Markl
Continuous Training and Deployment of Deep Learning Models.
Datenbank-Spektrum
21 (3) (2021)
Ioannis Prapas
,
Spyros Kondylatos
,
Ioannis Papoutsis
,
Gustau Camps-Valls
,
Michele Ronco
,
Miguel-Ángel Fernández-Torres
,
Maria Piles Guillem
,
Nuno Carvalhais
Deep Learning Methods for Daily Wildfire Danger Forecasting.
CoRR
(2021)
Ioannis Prapas
,
Georgios Paliouras
,
Alexander Artikis
,
Nicolas Baskiotis
Towards Human Activity Reasoning with Computational Logic and Deep Learning.
SETN
(2018)