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Intelligent Data Mining and Fusion Systems in Agriculture

1st Edition - October 8, 2019

Authors: Xanthoula-Eirini Pantazi, Dimitrios Moshou, Dionysis Bochtis

Language: English
Paperback ISBN:
9 7 8 - 0 - 1 2 - 8 1 4 3 9 1 - 9
eBook ISBN:
9 7 8 - 0 - 1 2 - 8 1 4 3 9 2 - 6

Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destr… Read more

Intelligent Data Mining and Fusion Systems in Agriculture

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Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture for the non-destructive testing of agricultural products and crop condition monitoring. Sections cover the combination of sensors with artificial intelligence architectures in precision agriculture, including algorithms, bio-inspired hierarchical neural maps, and novelty detection algorithms capable of detecting sudden changes in different conditions. This book offers advanced students and entry-level professionals in agricultural science and engineering, geography and geoinformation science an in-depth overview of the connection between decision-making in agricultural operations and the decision support features offered by advanced computational intelligence algorithms.