Theoretical Computer Science and General Issues

From Bioinspired Systems and Biomedical Applications to Machine Learning

8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II

Editors: Ferrández, J.M., Álvrez-Sánchez, J.R., de la Paz López, F., Toledo Moreo, F.J., Adeli, H. (Eds.)

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About this book

The two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions  to engineering problems in different applications domains, as biomedical systems, or big data solutions.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Towards a General Method for Logical Rule Extraction from Time Series

    Pages 3-12

    Sciavicco, Guido (et al.)

  • A Principled Two-Step Method for Example-Dependent Cost Binary Classification

    Pages 13-22

    Mediavilla-Relaño, Javier (et al.)

  • Symbiotic Autonomous Systems with Consciousness Using Digital Twins

    Pages 23-32

    Fernández, Felipe (et al.)

  • Deep Support Vector Classification and Regression

    Pages 33-43

    Díaz-Vico, David (et al.)

  • An Experimental Study on the Relationships Among Neural Codes and the Computational Properties of Neural Networks

    Pages 44-57

    Miguel-Tomé, Sergio

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-030-19651-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-19650-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
From Bioinspired Systems and Biomedical Applications to Machine Learning
Book Subtitle
8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part II
Editors
  • José Manuel Ferrández
  • José Ramón Álvrez-Sánchez
  • Félix de la Paz López
  • Fco. Javier Toledo Moreo
  • Hojjat Adeli
Series Title
Theoretical Computer Science and General Issues
Series Volume
11487
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-19651-6
DOI
10.1007/978-3-030-19651-6
Softcover ISBN
978-3-030-19650-9
Edition Number
1
Number of Pages
XXIII, 476
Number of Illustrations
130 b/w illustrations, 106 illustrations in colour
Topics