Name: Intelligent Data Mining and Fusion Systems in Agriculture (en Inglés)
SKU: 52072272
Price: 123.13 USD
Availability: InStock
Author: Xanthoula-Eirini Pantazi; Dimitrios Moshou; Dionysis Bochtis

portada Intelligent Data Mining and Fusion Systems in Agriculture (en Inglés)

Intelligent Data Mining and Fusion Systems in Agriculture (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Xanthoula-Eirini Pantazi; Dimitrios Moshou; Dionysis Bochtis

Año

2019

Idioma

Inglés

N° páginas

330

Encuadernación

Tapa Blanda

ISBN13

9780128143919

N° edición

Categorías

Agricultura, agroindustria e industrias de producción de alimentos

Intelligent Data Mining and Fusion Systems in Agriculture (en Inglés)

Xanthoula-Eirini Pantazi; Dimitrios Moshou; Dionysis Bochtis (Autor) · Academic Press · Tapa Blanda

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