Internet of things and machine learning in agriculture : technological impacts and challenges

Frontmatter -- Preface -- Acknowledgments -- Contents -- List of contributors -- Part I: Machine learning and Internet of things in agriculture -- 1 Smart farming: using IoT and machine learning techniques -- 2 Food security and farming through IoT and machine learning -- 3 An innovative combination...
Ausführliche Beschreibung

Frontmatter -- Preface -- Acknowledgments -- Contents -- List of contributors -- Part I: Machine learning and Internet of things in agriculture -- 1 Smart farming: using IoT and machine learning techniques -- 2 Food security and farming through IoT and machine learning -- 3 An innovative combination for new agritechnological era -- 4 Recent advancements and challenges of artificial intelligence and IoT in agriculture -- 5 Technological impacts and challenges of advanced technologies in agriculture -- Part II: Applications of Internet of things in agriculture -- 6 IoT-based platform for smart farming – Kaa -- 7 Internet of things platform for smart farming -- 8 Internet of things platform for smart farming -- 9 Internet of things platform for smart farming -- Part III: Applications of machine learning in agriculture -- 10 Kisan-e-Mitra: a tool for soil quality analyzer and recommender system -- 11 Artificial intelligence for plant disease detection: past, present, and future -- 12 Wheat rust disease identification using deep learning -- 13 Image-based hibiscus plant disease detection using deep learning -- 14 Rainfall prediction by applying machine learning technique -- 15 Plant leaf disease classification based on feature selection and deep neural network -- 16 Using deep learning for image-based plant disease detection -- 17 Using deep learning for image-based plant disease detection -- 18 Using deep learning for image-based plant disease detection -- Index Ausführliche Beschreibung