Harnessing the power of transformers and data fusion in smart irrigation

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Boje Deforce, Bart Baesens, Jan Diels, Estefanía Serral Asensio

Published: 2024, Last Modified: 20 May 2025Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Temporal Fusion Transformers effectively integrate diverse data sources.•Global methods outperform local ones in agricultural sensor fusion.•Findings are backed by a real-world and multi-source agricultural dataset.