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Spyros Kondylatos
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Deep Learning
Aggregate Queries
Data Cube
Restricted Boltzmann Machine
Top Venues
CoRR
SIGSPATIAL/GIS
ICCV (Workshops)
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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)
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)
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)
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)
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)