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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 VI

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

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

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

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

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

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


Table of contents (50 chapters)

Table of contents (50 chapters)
  • A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication

    Pages 3-16

    Vander Aa, Tom (et al.)

  • Early Adaptive Evaluation Scheme for Data-Driven Calibration in Forest Fire Spread Prediction

    Pages 17-30

    Fraga, Edigley (et al.)

  • Strategic Use of Data Assimilation for Dynamic Data-Driven Simulation

    Pages 31-44

    Cho, Yubin (et al.)

  • PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation

    Pages 45-57

    Zhong, Jinwen (et al.)

  • Cyber Attribution from Topological Patterns

    Pages 58-71

    Cai, Yang (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-030-50433-5
  • 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 978-3-030-50432-8
  • 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 VI
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
12142
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-50433-5
DOI
10.1007/978-3-030-50433-5
Softcover ISBN
978-3-030-50432-8
Edition Number
1
Number of Pages
XIX, 667
Number of Illustrations
250 b/w illustrations, 211 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 are not included.