Intelligent Data Mining and Fusion Systems in Agriculture

Pantazi, Xanthoula Eirini, Moshou, Dimitrios, Bochtis, Dionysis

  • 出版商: Academic Press
  • 出版日期: 2019-10-15
  • 售價: $4,251
  • 貴賓價: 9.5$4,038
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128143916
  • ISBN-13: 9780128143919
  • 相關分類: Data-mining 資料探勘



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