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

Machine Learning, Optimization, and Big Data

Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers

Editors: Pardalos, P.M., Conca, P., Giuffrida, G., Nicosia, G. (Eds.)

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eBook $74.99
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  • ISBN 978-3-319-51469-7
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  • Immediate eBook download after purchase
Softcover $95.00
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About this book

This book constitutes revised selected papers from the Second International Workshop on Machine Learning, Optimization, and Big Data, MOD 2016, held in Volterra, Italy, in August 2016.
The 40 papers presented in this volume were carefully reviewed and selected from 97 submissions. These proceedings contain papers in the fields of Machine Learning, Computational Optimization and DataScience presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Table of contents (40 chapters)

  • Machine Learning: Multi-site Evidence-Based Best Practice Discovery

    Lee, Eva K. (et al.)

    Pages 1-15

  • Data-Based Forest Management with Uncertainties and Multiple Objectives

    Hartikainen, Markus (et al.)

    Pages 16-29

  • Metabolic Circuit Design Automation by Multi-objective BioCAD

    Patané, Andrea (et al.)

    Pages 30-44

  • A Nash Equilibrium Approach to Metabolic Network Analysis

    Lucia, Angelo (et al.)

    Pages 45-58

  • A Blocking Strategy for Ranking Features According to Probabilistic Relevance

    Bontempi, Gianluca

    Pages 59-69

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-3-319-51469-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $95.00
price for USA
  • ISBN 978-3-319-51468-0
  • 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
Second International Workshop, MOD 2016, Volterra, Italy, August 26-29, 2016, Revised Selected Papers
Editors
  • Panos M. Pardalos
  • Piero Conca
  • Giovanni Giuffrida
  • Giuseppe Nicosia
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
10122
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-51469-7
DOI
10.1007/978-3-319-51469-7
Softcover ISBN
978-3-319-51468-0
Edition Number
1
Number of Pages
XVIII, 456
Number of Illustrations and Tables
109 b/w illustrations
Topics