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Advanced Data Analytics in Health: 93 (Smart Innovation, Systems and Technologies, 93) - Tapa dura

Libro 91 de 235: Smart Innovation, Systems and Technologies
 
9783319779102: Advanced Data Analytics in Health: 93 (Smart Innovation, Systems and Technologies, 93)
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ISBN 10: 3319779109 ISBN 13: 9783319779102
Editorial: Springer, 2018

Sinopsis

This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one "umbrella" the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health.

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De la contraportada

This book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one “umbrella” the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health.

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

Editorial
Springer
Año de publicación
2018
Idioma
Inglés
ISBN 10 
3319779109
ISBN 13 
9783319779102
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
232
Editor
Papageorgiou Elpiniki I., Giabbanelli Philippe J., J. Giabbanelli Philippe, Mago Vijay K.
Contacto del fabricante
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Wiesbaden
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Alemania

Otras ediciones populares con el mismo título

9783030085711: Advanced Data Analytics in Health: 93 (Smart Innovation, Systems and Technologies)

Edición Destacada

ISBN 10:  3030085716 ISBN 13:  9783030085711
Editorial: Springer, 2019
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