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Computational Science – ICCS 2020

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

  • Valeria V. Krzhizhanovskaya
  • Gábor Závodszky
  • Michael H. Lees
  • Jack J. Dongarra
  • Peter M. A. Sloot
  • Sérgio Brissos
  • João Teixeira
Conference proceedings ICCS 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12141)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12141)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Computational Optimization, Modelling and Simulation

    1. Front Matter
      Pages 1-1
    2. Iztok Fister Jr., Iztok Fister, Dušan Fister, Grega Vrbančič, Vili Podgorelec
      Pages 18-28
    3. Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
      Pages 40-56
    4. Jethro Nagawkar, Leifur Leifsson, Roberto Miorelli, Pierre Calmon
      Pages 71-83
    5. Viktor F. Chistyakov, Elena V. Chistyakova, Anatoliy A. Levin
      Pages 84-93
    6. Bruno Magalhães, Michael Hines, Thomas Sterling, Felix Schürmann
      Pages 94-108
    7. Ayad Turky, Mohammad Saiedur Rahaman, Wei Shao, Flora D. Salim, Doug Bradbrook, Andy Song
      Pages 109-121
    8. Hashim Alshehri, Nesreen Althobaiti, Jian Du
      Pages 149-162
    9. Jérôme Gurhem, Serge G. Petiton
      Pages 203-216
    10. Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez
      Pages 244-256
    11. Joaquí­n Torres, Nancy Hitschfeld, Rafael O. Ruiz, Alejandro Ortiz-Bernardin
      Pages 257-269
  3. Computational Science in IoT and Smart Systems

    1. Front Matter
      Pages 271-271
    2. Dariusz Mrozek, Mateusz Milik, Bożena Małysiak-Mrozek, Krzysztof Tokarz, Adam Duszenko, Stanisław Kozielski
      Pages 288-301
    3. Rafal Cupek, Marek Drewniak, Marcin Fojcik, Erik Kyrkjebø, Jerry Chun-Wei Lin, Dariusz Mrozek et al.
      Pages 330-343
    4. Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek Bawiec et al.
      Pages 344-356
    5. João Pedro Dias, Bruno Lima, João Pascoal Faria, André Restivo, Hugo Sereno Ferreira
      Pages 357-370
    6. André Sousa Lago, João Pedro Dias, Hugo Sereno Ferreira
      Pages 384-397
    7. Frantz Tossa, Wahabou Abdou, Eugène C. Ezin, Pierre Gouton
      Pages 398-408
  4. Computer Graphics, Image Processing and Artificial Intelligence

    1. Front Matter
      Pages 437-437
    2. Jerzy Dembski, Julian Szymański
      Pages 453-466
    3. Robert Krupiński, Piotr Lech, Krzysztof Okarma
      Pages 467-480
    4. Khasrouf Taif, Hassan Ugail, Irfan Mehmood
      Pages 481-495
    5. Koki Yamashita, Konstantin Markov
      Pages 496-508
    6. Lukáš Hruda, Ivana Kolingerová, Miroslav Lávička
      Pages 509-523
    7. Kamil Kozłowski, Marcin Korytkowski, Dominik Szajerman
      Pages 538-552
    8. Akemi Gálvez, Andrés Iglesias, Eneko Osaba, Javier Del Ser
      Pages 566-579
    9. Anzong Zheng, Shaojun Bian, Ehtzaz Chaudhry, Jian Chang, Habibollah Haron, Lihua You et al.
      Pages 588-603
  5. Back Matter
    Pages 617-618

Other volumes

  1. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part I
  2. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part II
  3. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part III
  4. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part IV
  5. Computational Science – ICCS 2020
    20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part V
  6. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VI
  7. 20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part VII

About these proceedings

Introduction

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.


Keywords

artificial intelligence communication systems computer hardware computer networks correlation analysis data security genetic algorithms image processing machine learning neural networks numerical methods parallel processing systems signal processing telecommunication networks telecommunication systems telecommunication traffic wireless telecommunication systems World Wide Web

Editors and affiliations

  1. 1.University of AmsterdamAmsterdamThe Netherlands
  2. 2.University of AmsterdamAmsterdamThe Netherlands
  3. 3.University of AmsterdamAmsterdamThe Netherlands
  4. 4.University of TenneseeKnoxvilleUSA
  5. 5.University of AmsterdamAmsterdamThe Netherlands
  6. 6.IntellegibilisSetúbalPortugal
  7. 7.IntellegibilisSetúbalPortugal

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