Advertisement

Machine Learning, Optimization, and Big Data

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

  • Panos Pardalos
  • Mario Pavone
  • Giovanni Maria Farinella
  • Vincenzo Cutello
Conference proceedings MOD 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9432)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9432)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Piero Conca, Giovanni Stracquadanio, Giuseppe Nicosia
    Pages 14-25
  3. A. P. Koldanov, V. A. Kalyagin, P. M. Pardalos
    Pages 26-36
  4. Sébastien Marmin, Clément Chevalier, David Ginsbourger
    Pages 37-48
  5. Olga Birth, Aaron Frueh, Johann Schlichter
    Pages 49-59
  6. Yangyang Xu, Ioannis Akrotirianakis, Amit Chakraborty
    Pages 105-117
  7. Siva Krishna Dasari, Niklas Lavesson, Petter Andersson, Marie Persson
    Pages 118-129
  8. Mohammad Taghi Saffar, Mircea Nicolescu, Monica Nicolescu, Daniel Bigelow, Christopher Ballinger, Sushil Louis
    Pages 158-170
  9. Piero Conca, Jon Timmis, Rogério de Lemos, Simon Forrest, Heather McCracken
    Pages 171-184
  10. Tipaluck Krityakierne, David Ginsbourger
    Pages 185-196
  11. Omar Schiaratura, Pietro Ansaloni, Giovanni Lughi, Mattia Neri, Matteo Roffilli, Fabrizio Serpi et al.
    Pages 209-221
  12. Juan Piccini, Franco Robledo, Pablo Romero
    Pages 222-232
  13. M. L. Avendaño-Garrido, J. R. Gabriel-Argüelles, L. Quintana-Torres, E. Mezura-Montes
    Pages 233-239
  14. Andrey Pepelyshev, Yuri Staroselskiy, Anatoly Zhigljavsky
    Pages 240-251
  15. João Diogo Pinto, Alexandra M. Carvalho, Susana Vinga
    Pages 252-256
  16. Mehdi Ben Lazreg, Jaziar Radianti, Ole-Christoffer Granmo
    Pages 269-279
  17. Tarık Küçükdeniz, Şakir Esnaf
    Pages 280-292
  18. Kulsawasd Jitkajornwanich, Ramez Elmasri
    Pages 306-317
  19. Olgierd Unold, Tadeusz Tagowski
    Pages 318-324
  20. Jérémie Mary, Romaric Gaudel, Philippe Preux
    Pages 325-336
  21. Marco Moltisanti, Giovanni Maria Farinella, Sebastiano Battiato
    Pages 337-346
  22. Raja Khurram Shahzad, Mehwish Fatima, Niklas Lavesson, Martin Boldt
    Pages 347-358
  23. Piero Conca, Gilda Currenti, Giovanni Carapezza, Ciro del Negro, Jole Costanza, Giuseppe Nicosia
    Pages 359-370
  24. Back Matter
    Pages 371-372

About these proceedings

Introduction

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. 

Keywords

computational optimization data analytics global optimization machine learning neural networks approximation bayesian network big data data mining data sciences distributed computing feature selection genetic algorithm heuristics metamodeling multi-agent system multi-objective optimization optimization particle swarm optimization SoC

Editors and affiliations

  • Panos Pardalos
    • 1
  • Mario Pavone
    • 2
  • Giovanni Maria Farinella
    • 3
  • Vincenzo Cutello
    • 4
  1. 1.University of FloridaGainsvilleUSA
  2. 2.University of CataniaCataniaItaly
  3. 3.University of CataniaCataniaItaly
  4. 4.University of CataniaCataniaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-27926-8
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-27925-1
  • Online ISBN 978-3-319-27926-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
Industry Sectors
Pharma
Automotive
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Law