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Agricultural informatics : agricultural automation using the IoT and machine learning / edited by Amitava Choudhury, Arindam Biswas, Manish Prateek, and Amlan Chakrabarti.

Contributor(s): Material type: TextPublication details: Beverly, MA : Scrivener Publishing ; Hoboken, NJ : Wiley, 2021.Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781119769231
  • 111976923X
  • 9781119769224
  • 1119769221
Subject(s): Additional physical formats: Print version:: Agricultural informatics.DDC classification:
  • 630.2085 23
LOC classification:
  • S494.5.D3
Online resources:
Contents:
A Study on Various Machine Learning Algorithms and Their Role in Agriculture / Kalpana Rangra, Amitava Choudhury -- Smart Farming Using Machine Learning and IoT / Alo Sen, Rahul Roy, Satya Ranjan Dash -- Agricultural Informatics vis-a-vis Internet of Things (IoT): The Scenario, Applications and Academic Aspects-International Trend & Indian Possibilities / PK Paul -- Application of Agricultural Drones and IoT to Understand Food Supply Chain During Post COVID-19 / Pushan Kumar Dutta, Susanta Mitra -- IoT and Machine Learning-Based Approaches for Real Time Environment Parameters Monitoring in Agriculture: An Empirical Review / Parijata Majumdar, Sanjoy Mitra -- Deep Neural Network-Based Multi-Class Image Classification for Plant Diseases / Alok Negi, Krishan Kumar, Prachi Chauhan -- Deep Residual Neural Network for Plant Seedling Image Classification / Prachi Chauhan, Hardwari Lal Mandoria, Alok Negi -- Development of IoT-Based Smart Security and Monitoring Devices for Agriculture / Himadri Nath Saha, Reek Roy, Monojit Chakraborty, Chiranmay Sarkar -- An Integrated Application of IoT-Based WSN in the Field of Indian Agriculture System Using Hybrid Optimization Technique and Machine Learning / Avishek Banerjee, Arnab Mitra, Arindam Biswas -- Decryption and Design of a Multicopter Unmanned Aerial Vehicle (UAV) for Heavy Lift Agricultural Operations / Raghuvirsinh Pravinsinh Parmar -- IoT-Enabled Agricultural System Application, Challenges and Security Issues / Himadri Nath Saha, Reek Roy, Monojit Chakraborty, Chiranmay Sarkar -- Plane Region Step Farming, Animal and Pest Attack Control Using Internet of Things / Roy Sahadev, Mukherjee Kaushal, Arindam Biswas.
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A Study on Various Machine Learning Algorithms and Their Role in Agriculture / Kalpana Rangra, Amitava Choudhury -- Smart Farming Using Machine Learning and IoT / Alo Sen, Rahul Roy, Satya Ranjan Dash -- Agricultural Informatics vis-a-vis Internet of Things (IoT): The Scenario, Applications and Academic Aspects-International Trend & Indian Possibilities / PK Paul -- Application of Agricultural Drones and IoT to Understand Food Supply Chain During Post COVID-19 / Pushan Kumar Dutta, Susanta Mitra -- IoT and Machine Learning-Based Approaches for Real Time Environment Parameters Monitoring in Agriculture: An Empirical Review / Parijata Majumdar, Sanjoy Mitra -- Deep Neural Network-Based Multi-Class Image Classification for Plant Diseases / Alok Negi, Krishan Kumar, Prachi Chauhan -- Deep Residual Neural Network for Plant Seedling Image Classification / Prachi Chauhan, Hardwari Lal Mandoria, Alok Negi -- Development of IoT-Based Smart Security and Monitoring Devices for Agriculture / Himadri Nath Saha, Reek Roy, Monojit Chakraborty, Chiranmay Sarkar -- An Integrated Application of IoT-Based WSN in the Field of Indian Agriculture System Using Hybrid Optimization Technique and Machine Learning / Avishek Banerjee, Arnab Mitra, Arindam Biswas -- Decryption and Design of a Multicopter Unmanned Aerial Vehicle (UAV) for Heavy Lift Agricultural Operations / Raghuvirsinh Pravinsinh Parmar -- IoT-Enabled Agricultural System Application, Challenges and Security Issues / Himadri Nath Saha, Reek Roy, Monojit Chakraborty, Chiranmay Sarkar -- Plane Region Step Farming, Animal and Pest Attack Control Using Internet of Things / Roy Sahadev, Mukherjee Kaushal, Arindam Biswas.

Includes bibliographical references and index.

Online resource; title from PDF title page (John Wiley, viewed March 16, 2021).

John Wiley and Sons Wiley Online Library: Complete oBooks

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