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ORCIDMACLEAN@PKDD/ECML 2019: Würzburg, Germany
- Thomas Corpetti, Dino Ienco, Roberto Interdonato, Minh-Tan Pham, Sébastien Lefèvre:
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. CEUR Workshop Proceedings 2466, CEUR-WS.org 2019
Session 1: Prediction Tasks on Earth Observation Data
- Grigory Okhotnikov, Nina Golyandina:
EOP Time Series Prediction Using Singular Spectrum Analysis. - Ching-Yuan Bai, Buo-Fu Chen, Hsuan-Tien Lin:
Attention-based Deep Tropical Cyclone Rapid Intensification Prediction.
Session 2: Satellite Image Time Series Analysis
- Yawogan Jean Eudes Gbodjo, Louise Leroux, Raffaele Gaetano, Babacar Ndao:
RNN-based Multi-Source Land Cover Mapping: An Application to West African Landscape. - Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier:
Deep Constrained Clustering applied to Satellite Image Time Series. - Karine Reis Ferreira, Lorena A. Santos, Michelle Cristina Araújo Picoli:
Evaluating Distance Measures for Image Time Series Clustering in Land Use and Cover Monitoring.
Session 3: Change Detection
- Annalisa Appice, Nicola Di Mauro, Francesco Lomuscio, Donato Malerba:
Empowering Change Vector Analysis with Autoencoding in Bi-temporal Hyperspectral Images. - 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.
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