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

Machine Learning, Optimization, and Big Data

First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers

Editors: Pardalos, P., Pavone, M., Farinella, G.M., Cutello, V. (Eds.)

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  • ISBN 978-3-319-27926-8
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About this book

This book constitutes revised selected papers from the First International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015, held in Taormina, Sicily, Italy, in July 2015.
The 32 papers presented in this volume were carefully reviewed and selected from 73 submissions. They deal with the algorithms, methods and theories relevant in data science, optimization and machine learning. 

Table of contents (32 chapters)

  • Learning with Discrete Least Squares on Multivariate Polynomial Spaces Using Evaluations at Random or Low-Discrepancy Point Sets

    Migliorati, Giovanni

    Pages 1-13

  • Automatic Tuning of Algorithms Through Sensitivity Minimization

    Conca, Piero (et al.)

    Pages 14-25

  • Step Down and Step Up Statistical Procedures for Stock Selection with Sharp Ratio

    Koldanov, A. P. (et al.)

    Pages 26-36

  • Differentiating the Multipoint Expected Improvement for Optimal Batch Design

    Marmin, Sébastien (et al.)

    Pages 37-48

  • Dynamic Detection of Transportation Modes Using Keypoint Prediction

    Birth, Olga (et al.)

    Pages 49-59

Buy this book

eBook $64.99
price for USA (gross)
  • ISBN 978-3-319-27926-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.00
price for USA
  • ISBN 978-3-319-27925-1
  • 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
First International Workshop, MOD 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised Selected Papers
Editors
  • Panos Pardalos
  • Mario Pavone
  • Giovanni Maria Farinella
  • Vincenzo Cutello
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
9432
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-27926-8
DOI
10.1007/978-3-319-27926-8
Softcover ISBN
978-3-319-27925-1
Edition Number
1
Number of Pages
XV, 372
Number of Illustrations and Tables
115 b/w illustrations
Topics