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Information Systems and Applications, incl. Internet/Web, and HCI

Machine Learning, Optimization, and Big Data

Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers

Editors: Nicosia, G., Pardalos, P., Giuffrida, G., Umeton, R. (Eds.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-72926-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-319-72925-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the post-conference proceedings of the Third International Workshop on Machine Learning, Optimization, and Big Data, MOD 2017, held in Volterra, Italy, in September 2017.
The 50 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Table of contents (49 chapters)

  • Recipes for Translating Big Data Machine Reading to Executable Cellular Signaling Models

    Sayed, Khaled (et al.)

    Pages 1-15

  • Improving Support Vector Machines Performance Using Local Search

    Consoli, S. (et al.)

    Pages 16-28

  • Projective Approximation Based Quasi-Newton Methods

    Senov, Alexander

    Pages 29-40

  • Intra-feature Random Forest Clustering

    Cohen, Michael

    Pages 41-49

  • Dolphin Pod Optimization

    Serani, Andrea (et al.)

    Pages 50-62

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-319-72926-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA in USD
  • ISBN 978-3-319-72925-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning, Optimization, and Big Data
Book Subtitle
Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers
Editors
  • Giuseppe Nicosia
  • Panos Pardalos
  • Giovanni Giuffrida
  • Renato Umeton
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
10710
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-72926-8
DOI
10.1007/978-3-319-72926-8
Softcover ISBN
978-3-319-72925-1
Edition Number
1
Number of Pages
XXI, 600
Number of Illustrations
154 b/w illustrations
Topics