Login / Signup
MACLEAN@PKDD/ECML
2019
2023
2019
2023
Keyphrases
Publications
volume 3343, 2023
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2022), Grenoble, France, September 18-22, 2022.
MACLEAN@PKDD/ECML
3343 (2023)
2022
Giannis Ashiotis
,
Evgenios Tsigkanos
,
Theodoros Christoudias
,
Mihalis A. Nicolaou
AI for Air Quality: Leveraging Data Fusion for Deep Downscaling of Atmospheric Pollutants.
MACLEAN@PKDD/ECML
(2022)
Gabriel Kasmi
,
Laurent Dubus
,
Yves-Marie Saint-Drenan
,
Philippe Blanc
DeepSolar Tracker: Towards Unsupervised Assessment with Open-Source Data of the Accuracy of Deep Learning-Based Distributed PV Mapping.
MACLEAN@PKDD/ECML
(2022)
Onatkut Dagtekin
,
Nina Dethlefs
Multimodal Approach to Early Detection of Harmful Algal Blooms.
MACLEAN@PKDD/ECML
(2022)
Arthur Filoche
,
Theo Archambault
,
Anastase Alexandre Charantonis
,
Dominique Béréziat
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper).
MACLEAN@PKDD/ECML
(2022)
Daniele Rege Cambrin
,
Luca Colomba
,
Paolo Garza
Vision Transformers for Burned Area Delineation.
MACLEAN@PKDD/ECML
(2022)
Tzu-Hsuan Hsu
,
Yu-Chee Tseng
,
Jen-Jee Chen
Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection.
MACLEAN@PKDD/ECML
(2022)
volume 3088, 2022
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), Virtual Conference, September 13-17, 2021.
MACLEAN@PKDD/ECML
3088 (2022)
2021
Sudipan Saha
,
Lichao Mou
,
Muhammad Shahzad
,
Xiao Xiang Zhu
Segmentation of VHR EO Images using Unsupervised Learning.
MACLEAN@PKDD/ECML
(2021)
Christel Chappuis
,
Sylvain Lobry
,
Benjamin Kellenberger
,
Bertrand Le Saux
,
Devis Tuia
How to find a good image-text embedding for remote sensing visual question answering?
MACLEAN@PKDD/ECML
(2021)
Matthew J. Gibson
,
Arcot Sowmya
Semi-supervised Siamese Networks for Change Recognition with VHR Imagery.
MACLEAN@PKDD/ECML
(2021)
Mihailo Obrenovic
,
Thomas Andrew Lampert
,
François Monde-Kossi
,
Milos Ivanovic
,
Pierre Gançarski
SS-HIDA: Semi-Supervised Heterogeneous Image Domain Adaptation.
MACLEAN@PKDD/ECML
(2021)
2020
Estèle Glize
,
Marie-José Huguet
,
Gilles Trédan
,
Marc Lucas
,
Marion Sutton
Clustering Sargassum Mats from Earth Observation Data.
MACLEAN@PKDD/ECML
(2020)
Vít Ruzicka
,
Stefano D'Aronco
,
Jan Dirk Wegner
,
Konrad Schindler
Deep Active Learning in Remote Sensing for data efficient Change Detection.
MACLEAN@PKDD/ECML
(2020)
Clémentin Boittiaux
,
Paul Nguyen Hong Duc
,
Nicolas Longépé
,
Sara Pensieri
,
Roberto Bozzano
,
Dorian Cazau
Multi-modal deep learning models for ocean wind speed estimation.
MACLEAN@PKDD/ECML
(2020)
Gaston Lenczner
,
Adrien Chan-Hon-Tong
,
Nicola Luminari
,
Bertrand Le Saux
,
Guy Le Besnerais
Interactive Learning for Semantic Segmentation in Earth Observation.
MACLEAN@PKDD/ECML
(2020)
Youssef Mourchid
,
Marc Donias
,
Yannick Berthoumieu
Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images.
MACLEAN@PKDD/ECML
(2020)
Yousef Razeghi
,
Wilhelm Hasselbring
,
Christian Berndt
,
Ines Dumke
Comparing Machine Learning Methods for Predicting Seismic P-wave Velocity on Global Scale.
MACLEAN@PKDD/ECML
(2020)
Pallavi Jain
,
Bianca Schoen-Phelan
,
Robert Ross
Tri-Band Assessment of Multi-Spectral Satellite Data for Flood Detection.
MACLEAN@PKDD/ECML
(2020)
Javiera Castillo-Navarro
,
Bertrand Le Saux
,
Alexandre Boulch
,
Sébastien Lefèvre
On Auxiliary Losses for Semi-Supervised Semantic Segmentation.
MACLEAN@PKDD/ECML
(2020)
Abhijit Mukherjee
,
Pabitra Mitra
Joint Learning for Cyclone Track Nowcasting.
MACLEAN@PKDD/ECML
(2020)
volume 2766, 2020
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), Virtual Conference, September 14-18, 2020.
MACLEAN@PKDD/ECML
2766 (2020)
2019
Baptiste Lafabregue
,
Jonathan Weber
,
Pierre Gançarski
,
Germain Forestier
Deep Constrained Clustering applied to Satellite Image Time Series.
MACLEAN@PKDD/ECML
(2019)
Ching-Yuan Bai
,
Buo-Fu Chen
,
Hsuan-Tien Lin
Attention-based Deep Tropical Cyclone Rapid Intensification Prediction.
MACLEAN@PKDD/ECML
(2019)
Karine Reis Ferreira
,
Lorena A. Santos
,
Michelle Cristina Araújo Picoli
Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring.
MACLEAN@PKDD/ECML
(2019)
Grigory Okhotnikov
,
Nina Golyandina
EOP Time Series Prediction Using Singular Spectrum Analysis.
MACLEAN@PKDD/ECML
(2019)
Yawogan Jean Eudes Gbodjo
,
Louise Leroux
,
Raffaele Gaetano
,
Babacar Ndao
RNN-based Multi-Source Land Cover Mapping: An Application to West African Landscape.
MACLEAN@PKDD/ECML
(2019)
Annalisa Appice
,
Nicola Di Mauro
,
Francesco Lomuscio
,
Donato Malerba
Empowering Change Vector Analysis with Autoencoding in Bi-temporal Hyperspectral Images.
MACLEAN@PKDD/ECML
(2019)
Alessandro Farasin
,
Giovanni Nini
,
Paolo Garza
,
Claudio Rossi
Unsupervised Burned Area Estimation through Satellite Tiles: A Multimodal Approach by Means of Image Segmentation over Remote Sensing Imagery.
MACLEAN@PKDD/ECML
(2019)
volume 2466, 2019
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), Würzburg, Germany, September 20, 2019.
MACLEAN@PKDD/ECML
2466 (2019)