Save 40% on select Business & Management books + FREE shipping or 50% on Physics eBooks!

Advances in Intelligent Systems and Computing

Advances in Big Data

Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece

Editors: Angelov, P., Manolopoulos, Y., Iliadis, L., Roy, A., Vellasco, M. (Eds.)

Free Preview
  • Reports on the latest neural network technologies for big data analytics
  •  
  • Presents innovative algorithmic approaches to analyzing big data
  •  
  • Describes big data analytics applications to solve real-world problems
see more benefits

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-319-47898-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $249.99
price for USA in USD
  • ISBN 978-3-319-47897-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The book offers a timely snapshot of neural network technologies as a significant component of big data analytics platforms. It promotes new advances and research directions in efficient and innovative algorithmic approaches to analyzing big data (e.g. deep networks, nature-inspired and brain-inspired algorithms); implementations on different computing platforms (e.g. neuromorphic, graphics processing units (GPUs), clouds, clusters); and big data analytics applications to solve real-world problems (e.g. weather prediction, transportation, energy management). The book, which reports on the second edition of the INNS Conference on Big Data, held on October 23–25, 2016, in Thessaloniki, Greece, depicts an interesting collaborative adventure of neural networks with big data and other learning technologies.

Table of contents (34 chapters)

Table of contents (34 chapters)
  • Predicting Human Behavior Based on Web Search Activity: Greek Referendum of 2015

    Pages 1-7

    Polykalas, Spyros E. (et al.)

  • Spatial Bag of Features Learning for Large Scale Face Image Retrieval

    Pages 8-17

    Passalis, Nikolaos (et al.)

  • Compact Video Description and Representation for Automated Summarization of Human Activities

    Pages 18-28

    Mademlis, Ioannis (et al.)

  • Incremental Estimation of Visual Vocabulary Size for Image Retrieval

    Pages 29-38

    Gialampoukidis, Ilias (et al.)

  • Attribute Learning for Network Intrusion Detection

    Pages 39-49

    Pérez, Jorge Luis Rivero (et al.)

Buy this book

eBook $189.00
price for USA in USD (gross)
  • ISBN 978-3-319-47898-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $249.99
price for USA in USD
  • ISBN 978-3-319-47897-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Advances in Big Data
Book Subtitle
Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece
Editors
  • Plamen Angelov
  • Yannis Manolopoulos
  • Lazaros Iliadis
  • Asim Roy
  • Marley Vellasco
Series Title
Advances in Intelligent Systems and Computing
Series Volume
529
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-47898-2
DOI
10.1007/978-3-319-47898-2
Softcover ISBN
978-3-319-47897-5
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVII, 348
Number of Illustrations
101 b/w illustrations
Topics