Smart agriculture : emerging pedagogies of deep learning, machine learning and Internet of Things /

"This book endeavours to highlight the untapped potential of Smart Agriculture for the innovation and expansion of the agriculture sector. The sector shall make incremental progress as it learns from associations between data over time through Artificial Intelligence, deep learning and Internet...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Patel, Govind Singh (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Leiden, The Netherlands : CRC Press/Balkema, [2021]
Edición:First edition.
Temas:
Artificial intelligence > Agricultural applications.
Agricultural innovations.
Machine learning.
Internet of things.
Big data.
Intelligence artificielle > Applications agricoles.
Agriculture > Innovations.
Apprentissage automatique.
Internet des objets.
Données volumineuses.
SCIENCE > Life Sciences > Botany.
TECHNOLOGY > Agriculture > General.
TECHNOLOGY > Machinery.
Agricultural innovations
Artificial intelligence > Agricultural applications
Big data
Internet of things
Machine learning
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Machine learning and deep learning in agriculture / Sumit Koul
  • Descriptive and predictive analytics of agricultural data using machine learning algorithms / Mrs. R. Suguna, Dr. R. Uma Rani
  • Discrimination between weed and crop via image analysis using machine learning algorithm / P Amsin, Dr. R. Ma Rani
  • Bio-inspired optimization algorithms for machine learning in agriculture applications / P.R. MahiDar
  • Agricultural modernization with forecasting stages and machine learning / A.K. Awasthi and Arun Kumar Garov
  • Classification of segmented image using increased global contrast for paddy plant disease / Md Abdul Muqueem, G. Raju and Govind Singh Patel
  • IoT in agriculture : Survey on technology, challenges and future scope / Seema Nayak
  • Role of IoT in sustainable farming / Rajasekhar Manda and P.Rajesh Kumar
  • Smart farming : Crop models and decision support systems using IoT / Kanwaljeet Singh and Amandeep Kaur
  • Smart irrigation in farming using internet of things / Devesh Kumar Srivastava and Priyanka Nair
  • Automation systems in agriculture via IoT / Shylaja Vinay Kumar Karatangi, Reshu Agarwal and Manisha Pant
  • A complete automated solution for farm field and garden nurturing using Internet of Things / S. Siva Kumar, A. M. Senthil Kumar, T. Rajesh Kumar, N. Sree Ram, V. Krishna Reddy and P. Sivakumar
  • Machine intelligence techniques for agricultural production : Case study with tomato leaf disease detection / Mihir Narayan Mohanty
  • Clock signal and its attribute for agriculture / Abhishek Kumar.

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