Agritcultural informatics : agricultural automation using the IoT and machine learning /
edited by Amitava Choudhury, Arindam Biswas, Manish Prateek, and Amlan Chakrabarti.
- Beverly, MA : Hoboken, NJ : Scrivener Publishing ; Wiley, 2021.
- 1 online resource
Includes bibliographical references and index.
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.