Applied Machine Learning for Smart Data Analysis (Computational Intelligence in Engineering Problem Solving) - Tapa dura

 
9781138339798: Applied Machine Learning for Smart Data Analysis (Computational Intelligence in Engineering Problem Solving)
Tapa dura
ISBN 10: 1138339792 ISBN 13: 9781138339798
Editorial: CRC Press, 2019

Sinopsis

The book focuses on how machine learning and the Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Ontologies that are used in heterogeneous IoT environments have been discussed including interpretation, context awareness, analyzing various data sources, machine learning algorithms and intelligent services and applications. Further, it includes unsupervised and semi-supervised machine learning techniques with study of semantic analysis and thorough analysis of reviews. Divided into sections such as machine learning, security, IoT and data mining, the concepts are explained with practical implementation including results.

Key Features

  • Follows an algorithmic approach for data analysis in machine learning
  • Introduces machine learning methods in applications
  • Address the emerging issues in computing such as deep learning, machine learning, Internet of Things and data analytics
  • Focuses on machine learning techniques namely unsupervised and semi-supervised for unseen and seen data sets
  • Case studies are covered relating to human health, transportation and Internet applications

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Nilanjan Dey, Sanjeev Wagh, Parikshit N. Mahalle, Mohd. Shafi Pathan

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1138339792
ISBN 13 
9781138339798
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
244
Editor
Dey Nilanjan, Wagh Sanjeev, Mahalle Parikshit N., Pathan Mohd. Shafi
Contacto del fabricante
no disponible
Persona responsable
no disponible