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MACLEAN@PKDD/ECML 2022: Grenoble, France
- 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 2022), Grenoble, France, September 18-22, 2022. CEUR Workshop Proceedings 3343, CEUR-WS.org 2023
Session 1
- Arthur Filoche, Théo Archambault, Anastase Alexandre Charantonis, Dominique Béréziat:
Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal Prior (short paper). - Onatkut Dagtekin, Nina Dethlefs:
Multimodal Approach to Early Detection of Harmful Algal Blooms. - Tzu-Hsuan Hsu, Yu-Chee Tseng, Jen-Jee Chen:
Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection.
Session 2
- Daniele Rege Cambrin, Luca Colomba, Paolo Garza:
Vision Transformers for Burned Area Delineation. - Giannis Ashiotis, Evgenios Tsigkanos, Theodoros Christoudias, Mihalis A. Nicolaou:
AI for Air Quality: Leveraging Data Fusion for Deep Downscaling of Atmospheric Pollutants. - 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.

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