Author : Xanthoula-Eirini Pantazi
Release : 2019-10-08
Genre : Business & Economics
Kind : eBook
Book Rating : 924/5 ( reviews)
Book Synopsis Intelligent Data Mining and Fusion Systems in Agriculture by : Xanthoula-Eirini Pantazi
Download or read book Intelligent Data Mining and Fusion Systems in Agriculture written by Xanthoula-Eirini Pantazi. This book was released on 2019-10-08. Available in PDF, EPUB and Kindle. Book excerpt: 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