Erschienen: 07.10.2019 Abbildung von Pantazi / Bochtis | Intelligent Data Mining and Fusion Systems in Agriculture | 1. Auflage | 2019 |

Pantazi / Bochtis

Intelligent Data Mining and Fusion Systems in Agriculture

lieferbar (3-5 Tage)

Buch. Softcover


330 S.

In englischer Sprache

William Andrew Publishing. ISBN 978-0-12-814391-9

Format (B x L): 15,2 x 22,9 cm


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.

- Covers crop protection, automation in agriculture, artificial intelligence in agriculture, sensing and Internet of Things (IoTs) in agriculture
- Addresses AI use in weed management, disease detection, yield prediction and crop production
- Utilizes case studies to provide real-world insights and direction

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