Articles liés à Applied Machine Learning for Smart Data Analysis

Applied Machine Learning for Smart Data Analysis - Couverture rigide

Livre 5 sur 8: Computational Intelligence in Engineering Problem Solving
 
9781138339798: Applied Machine Learning for Smart Data Analysis
Couverture rigide
ISBN 10 : 1138339792 ISBN 13 : 9781138339798
Editeur : CRC Press, 2019

Synopsis

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

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

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

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2019
Langue
anglais
ISBN 10 
1138339792
ISBN 13 
9781138339798
Reliure
Relié
Nombre de pages
225
Éditeur
Dey Nilanjan, Wagh Sanjeev, Mahalle Parikshit N., Pathan Mohd. Shafi
Coordonnées du fabricant
non disponible
Personne responsable
non disponible