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Advances in Intelligent Systems and Computing

Soft Methods for Data Science

Editors: Ferraro, M.B., Giordani, P., Vantaggi, B., Gagolewski, M., Ángeles Gil, M., Grzegorzewski, P., Hryniewicz, O. (Eds.)

  • Latest research on Data Analysis and Soft ComputingResults of the 8th International Conference on Soft Methods in Probability and Statistics (SMPS'2016) held in Rome (Italy) by September 12-14, 2016Gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics

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eBook $269.00
price for Mexico (gross)
  • ISBN 978-3-319-42972-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.99
price for Mexico
  • ISBN 978-3-319-42971-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy).

The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.

Table of contents (49 chapters)

  • Mean Value and Variance of Fuzzy Numbers with Non-continuous Membership Functions

    Anzilli, Luca (et al.)

    Pages 1-8

  • On the Construction of Radially Symmetric Trivariate Copulas

    Arias García, José De Jesús (et al.)

    Pages 9-15

  • Simulation of the Night Shift Solid Waste Collection System of Phuket Municipality

    Banditvilai, Somsri (et al.)

    Pages 17-24

  • Updating Context in the Equation: An Experimental Argument with Eye Tracking

    Baratgin, Jean (et al.)

    Pages 25-33

  • Black-Litterman Model with Multiple Experts’ Linguistic Views

    Bartkowiak, Marcin (et al.)

    Pages 35-43

Buy this book

eBook $269.00
price for Mexico (gross)
  • ISBN 978-3-319-42972-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.99
price for Mexico
  • ISBN 978-3-319-42971-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Methods for Data Science
Editors
  • Maria Brigida Ferraro
  • Paolo Giordani
  • Barbara Vantaggi
  • Marek Gagolewski
  • María Ángeles Gil
  • Przemyslaw Grzegorzewski
  • Olgierd Hryniewicz
Series Title
Advances in Intelligent Systems and Computing
Series Volume
456
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-42972-4
DOI
10.1007/978-3-319-42972-4
Softcover ISBN
978-3-319-42971-7
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVI, 535
Number of Illustrations
40 b/w illustrations, 30 illustrations in colour
Topics