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

Machine Learning, Optimization, and Data Science

4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers

Editors: Nicosia, G., Pardalos, P., Giuffrida, G., Umeton, R., Sciacca, V. (Eds.)

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eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-13709-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-13708-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The 46 full papers presented were carefully reviewed and selected from 126 submissions. The papers cover topics in the field of machine learning, artificial intelligence,  reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Table of contents (46 chapters)

Table of contents (46 chapters)
  • Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG

    Patanè, Andrea (et al.)

    Pages 1-13

  • Simple Learning with a Teacher via Biased Regularized Least Squares

    Decherchi, Sergio (et al.)

    Pages 14-25

  • Feature Based Multivariate Data Imputation

    Petrozziello, Alessio (et al.)

    Pages 26-37

  • Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts

    Sotelo, David (et al.)

    Pages 38-50

  • Information-Theoretic Feature Selection Using High-Order Interactions

    Pawluk, Mateusz (et al.)

    Pages 51-63

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-13709-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-13708-3
  • 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 Data Science
Book Subtitle
4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers
Editors
  • Giuseppe Nicosia
  • Panos Pardalos
  • Giovanni Giuffrida
  • Renato Umeton
  • Vincenzo Sciacca
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
11331
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-13709-0
DOI
10.1007/978-3-030-13709-0
Softcover ISBN
978-3-030-13708-3
Edition Number
1
Number of Pages
XXII, 562
Number of Illustrations
109 b/w illustrations, 115 illustrations in colour
Topics