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Theoretical Computer Science and General Issues

Computational Science – ICCS 2020

20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V

Editors: Krzhizhanovskaya, V.V., Závodszky, G., Lees, M.H., Dongarra, J.J., Sloot, P.M.A., Brissos, S., Teixeira, J. (Eds.)

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About this book

The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.*

The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: ICCS Main Track

Part III: Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Track of Agent-Based Simulations, Adaptive Algorithms and Solvers; Track of Applications of Computational Methods in Artificial Intelligence and Machine Learning; Track of Biomedical and Bioinformatics Challenges for Computer Science

Part IV: Track of Classifier Learning from Difficult Data; Track of Complex Social Systems through the Lens of Computational Science; Track of Computational Health; Track of Computational Methods for Emerging Problems in (Dis-)Information Analysis

Part V: Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems; Track of Computer Graphics, Image Processing and Artificial Intelligence

Part VI: Track of Data Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Meshfree Methods in Computational Sciences; Track of Multiscale Modelling and Simulation; Track of Quantum Computing Workshop

Part VII: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Track of Software Engineering for Computational Science; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Track of UNcErtainty QUantIficatiOn for ComputationAl modeLs

*The conference was canceled due to the COVID-19 pandemic.


Table of contents (45 chapters)

Table of contents (45 chapters)
  • Information Theory-Based Feature Selection: Minimum Distribution Similarity with Removed Redundancy

    Pages 3-17

    Zhang, Yu (et al.)

  • On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification

    Pages 18-28

    Fister, Iztok, Jr. (et al.)

  • Analytical Techniques for the Identification of a Musical Score: The Musical DNA

    Pages 29-39

    Della Ventura, Michele

  • Reduced-Cost Constrained Modeling of Microwave and Antenna Components: Recent Advances

    Pages 40-56

    Pietrenko-Dabrowska, Anna (et al.)

  • Aerodynamic Shape Optimization for Delaying Dynamic Stall of Airfoils by Regression Kriging

    Pages 57-70

    Raul, Vishal (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-030-50426-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.99
price for USA in USD
  • ISBN 978-3-030-50425-0
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Science – ICCS 2020
Book Subtitle
20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V
Editors
  • Valeria V. Krzhizhanovskaya
  • Gábor Závodszky
  • Michael H. Lees
  • Jack J. Dongarra
  • Peter M.A. Sloot
  • Sérgio Brissos
  • João Teixeira
Series Title
Theoretical Computer Science and General Issues
Series Volume
12141
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-50426-7
DOI
10.1007/978-3-030-50426-7
Softcover ISBN
978-3-030-50425-0
Edition Number
1
Number of Pages
XIX, 618
Number of Illustrations
91 b/w illustrations, 212 illustrations in colour
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works and instructor copies are not included.