Intelligent Systems Reference Library

Machine Learning Paradigms

Advances in Data Analytics

Editors: Tsihrintzis, George, Sotiropoulos, Dionisios N., Jain, Lakhmi C. (Eds.)

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  • Includes chapters from leading global experts on recent theoretical and applied advances in the use of machine learning in data analytics
  • Presents recent research in pattern recognition and data analytics
  • Is intended for both experts/researchers in the fields of pattern recognition, machine learning and data analytics as well as for readers working in the general field of computer science who wish to learn more about these emerging disciplines and their applications
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eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-94030-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-94029-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book explores some of the emerging scientific and technological areas in which the need for data analytics arises and is likely to play a significant role in the years to come. At the dawn of the 4th Industrial Revolution, data analytics is emerging as a force that drives towards dramatic changes in our daily lives, the workplace and human relationships. Synergies between physical, digital, biological and energy sciences and technologies, brought together by non-traditional data collection and analysis, drive the digital economy at all levels and offer new, previously-unavailable opportunities.

The need for data analytics arises in most modern scientific disciplines, including engineering; natural-, computer- and information sciences; economics; business; commerce; environment; healthcare; and life sciences.

Coming as the third volume under the general title MACHINE LEARNING PARADIGMS, the book includes an editorial note (Chapter 1) and an additional 12 chapters, and is divided into five parts: (1) Data Analytics in the Medical, Biological and Signal Sciences, (2) Data Analytics in Social Studies and Social Interactions, (3) Data Analytics in Traffic, Computer and Power Networks, (4) Data Analytics for Digital Forensics, and (5) Theoretical Advances and Tools for Data Analytics.

This research book is intended for both experts/researchers in the field of data analytics, and readers working in the fields of artificial and computational intelligence as well as computer science in general who wish to learn more about the field of data analytics and its applications. An extensive list of bibliographic references at the end of each chapter guides readers to probe further into the application areas of interest to them.

Table of contents (13 chapters)

  • Machine Learning Paradigms: Advances in Data Analytics

    Tsihrintzis, George A. (et al.)

    Pages 1-4

  • A Recommender System of Medical Reports Leveraging Cognitive Computing and Frame Semantics

    Dessì, Danilo (et al.)

    Pages 7-30

    Preview Buy Chapter 30,19 €
  • Classification Methods in Image Analysis with a Special Focus on Medical Analytics

    Amelio, Lucio (et al.)

    Pages 31-69

  • Medical Data Mining for Heart Diseases and the Future of Sequential Mining in Medical Field

    Bou Rjeily, Carine (et al.)

    Pages 71-99

    Preview Buy Chapter 30,19 €
  • Machine Learning Methods for the Protein Fold Recognition Problem

    Stapor, Katarzyna (et al.)

    Pages 101-127

    Preview Buy Chapter 30,19 €

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-3-319-94030-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-94029-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning Paradigms
Book Subtitle
Advances in Data Analytics
Editors
  • George Tsihrintzis
  • Dionisios N. Sotiropoulos
  • Lakhmi C. Jain
Series Title
Intelligent Systems Reference Library
Series Volume
149
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-94030-4
DOI
10.1007/978-3-319-94030-4
Hardcover ISBN
978-3-319-94029-8
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XVI, 370
Number of Illustrations
21 b/w illustrations, 110 illustrations in colour
Topics