Intelligent Data Mining and Fusion Systems in Agriculture

Intelligent Data Mining and Fusion Systems in Agriculture
Author :
Publisher : Academic Press
Total Pages : 334
Release :
ISBN-10 : 9780128143926
ISBN-13 : 0128143924
Rating : 4/5 (924 Downloads)

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 and published by Academic Press. This book was released on 2019-10-08 with total page 334 pages. 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


Intelligent Data Mining and Fusion Systems in Agriculture Related Books

Intelligent Data Mining and Fusion Systems in Agriculture
Language: en
Pages: 334
Authors: Xanthoula-Eirini Pantazi
Categories: Business & Economics
Type: BOOK - Published: 2019-10-08 - Publisher: Academic Press

DOWNLOAD EBOOK

Intelligent Data Mining and Fusion Systems in Agriculture presents methods of computational intelligence and data fusion that have applications in agriculture f
Precision Agriculture Technology for Crop Farming
Language: en
Pages: 390
Authors: Qin Zhang
Categories: Science
Type: BOOK - Published: 2015-10-15 - Publisher: CRC Press

DOWNLOAD EBOOK

This book provides a review of precision agriculture technology development, followed by a presentation of the state-of-the-art and future requirements of preci
AI, Edge and IoT-based Smart Agriculture
Language: en
Pages: 578
Authors: Ajith Abraham
Categories: Technology & Engineering
Type: BOOK - Published: 2021-11-10 - Publisher: Academic Press

DOWNLOAD EBOOK

AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces E
Agricultural Internet of Things and Decision Support for Precision Smart Farming
Language: en
Pages: 472
Authors: Annamaria Castrignano
Categories: Business & Economics
Type: BOOK - Published: 2020-01-09 - Publisher: Academic Press

DOWNLOAD EBOOK

Agricultural Internet of Things and Decision Support for Smart Farming reveals how a set of key enabling technologies (KET) related to agronomic management, rem
Smart Agricultural Services Using Deep Learning, Big Data, and IoT
Language: en
Pages: 280
Authors: Gupta, Amit Kumar
Categories: Technology & Engineering
Type: BOOK - Published: 2020-10-30 - Publisher: IGI Global

DOWNLOAD EBOOK

The agricultural sector can benefit immensely from developments in the field of smart farming. However, this research area focuses on providing specific fixes t