Soft Methods for Data Science

  • Maria Brigida Ferraro
  • Paolo Giordani
  • Barbara Vantaggi
  • Marek Gagolewski
  • María Ángeles Gil
  • Przemysław Grzegorzewski
  • Olgierd Hryniewicz
Conference proceedings SMPS 2016

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 456)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. José De Jesús Arias García, Hans De Meyer, Bernard De Baets
    Pages 9-15
  3. Jean Baratgin, Brian Ocak, Hamid Bessaa, Jean-Louis Stilgenbauer
    Pages 25-33
  4. Marcin Bartkowiak, Aleksandra Rutkowska
    Pages 35-43
  5. Salem Benferhat, Khaoula Boutouhami, Faiza Khellaf, Farid Nouioua
    Pages 45-52
  6. Patrizia Berti, Luca Pratelli, Pietro Rigo
    Pages 53-60
  7. Angela Blanco-Fernández, Ana B. Ramos-Guajardo
    Pages 61-68
  8. Christian Borgelt, Rudolf Kruse
    Pages 69-77
  9. Dario Briscolini, Brunero Liseo, Andrea Tancredi
    Pages 79-86
  10. Andrey G. Bronevich, Igor N. Rozenberg
    Pages 87-94
  11. Gianluca Cassese
    Pages 103-111
  12. Marco E. G. V. Cattaneo
    Pages 113-120
  13. Bekir Cetintav, Selma Gurler, Neslihan Demirel, Gozde Ulutagay
    Pages 121-126
  14. Giulianella Coletti, Davide Petturiti, Barbara Vantaggi
    Pages 127-134
  15. Ana Colubi, Gil Gonzalez-Rodriguez
    Pages 135-140
  16. Marcello D’Orazio, Marco Di Zio, Mauro Scanu
    Pages 149-156
  17. Loredana Di Consiglio, Tiziana Tuoto
    Pages 165-172
  18. F. Marta L. Di Lascio, Fabrizio Durante, Piotr Jaworski
    Pages 173-180
  19. Marta Disegna, Fabrizio Durante, Enrico Foscolo
    Pages 187-195
  20. Francesco Dotto, Alessio Farcomeni, Luis Angel García-Escudero, Agustín Mayo-Iscar
    Pages 197-204
  21. Janina Engel, Matthias Scherer, Leonhard Spiegelberg
    Pages 205-212
  22. Bernd-Jürgen Falkowski
    Pages 213-220
  23. Laura Franzoi, Andrea Sgarro
    Pages 221-228
  24. Luis Angel García-Escudero, Francesca Greselin, Agustin Mayo Iscar
    Pages 229-235
  25. José Luis García-Lapresta, David Pérez-Román
    Pages 237-243
  26. Alfonso García-Pérez, Yolanda Cabrero-Ortega
    Pages 245-252
  27. Angelo Gilio, David E. Over, Niki Pfeifer, Giuseppe Sanfilippo
    Pages 253-260
  28. Przemysław Grzegorzewski, Martyna Śpiewak
    Pages 269-276
  29. Olgierd Hryniewicz
    Pages 277-284
  30. María Asunción Lubiano, María Ángeles Gil, Beatriz Sinova, María Rosa Casals, María Teresa López
    Pages 319-327
  31. María Asunción Lubiano, Antonia Salas, Sara De la Rosa de Sáa, Manuel Montenegro, María Ángeles Gil
    Pages 329-337
  32. Javier Martín, Gaspar Mayor
    Pages 347-354
  33. Enrique Miranda, Marco Zaffalon
    Pages 355-362
  34. Ignacio Montes, Sebastien Destercke
    Pages 363-371
  35. Farid Nouioua, Philippe Dague, Lina Ye
    Pages 381-389
  36. Renato Pelessoni, Paolo Vicig
    Pages 391-398

About these proceedings


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.


Computational Intelligence Intelligent Data Analysis Soft Computing SMPS 2016 Statistics

Editors and affiliations

  • Maria Brigida Ferraro
    • 1
  • Paolo Giordani
    • 2
  • Barbara Vantaggi
    • 3
  • Marek Gagolewski
    • 4
  • María Ángeles Gil
    • 5
  • Przemysław Grzegorzewski
    • 6
  • Olgierd Hryniewicz
    • 7
  1. 1.Department of Statistical SciencesSapienza University of RomeRomeItaly
  2. 2.Department of Statistical SciencesSapienza University of RomeRomaItaly
  3. 3.Dept of Basic & Applied Sciences EnggSapienza University of RomeRomeItaly
  4. 4.Dept of Stoc Metds,Polish Academy of SciSystems Research InstituteWarsawPoland
  5. 5.Dept of Statis&OR and MDUniv de OviedoOviedoSpain
  6. 6.Dept of Stoc Metds,Polish Aca of ScienceSystems Res InstWarsawPoland
  7. 7.Sys Res Inti, Dept of Stoch MethodsPolish Acadmy Sci in WarsawWarsawPoland

Bibliographic information

  • DOI
  • Copyright Information Springer International Publishing Switzerland 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Print ISBN 978-3-319-42971-7
  • Online ISBN 978-3-319-42972-4
  • Series Print ISSN 2194-5357
  • Series Online ISSN 2194-5365
  • Buy this book on publisher's site