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© 2020

Computational Science – ICCS 2020

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

  • 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 12140)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12140)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Classifier Learning from Difficult Data

    1. Front Matter
      Pages 1-1
    2. Paweł Teisseyre, Jan Mielniczuk, Małgorzata Łazęcka
      Pages 3-17
    3. Dariusz Sychel, Przemysław Klęsk, Aneta Bera
      Pages 18-34
    4. Wojciech Wieczorek, Łukasz Strąk, Arkadiusz Nowakowski, Olgierd Unold
      Pages 45-58
    5. Jan Brabec, Tomáš Komárek, Vojtěch Franc, Lukáš Machlica
      Pages 74-87
    6. Qingsai Xiao, Jian Liu, Quiyun Wang, Zhengwei Jiang, Xuren Wang, Yepeng Yao
      Pages 156-169
    7. Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafał Scherer, Slava Voloshynovskiy
      Pages 184-195
    8. Marek Pawlicki, Michał Choraś, Rafał Kozik, Witold Hołubowicz
      Pages 196-210
    9. Paweł Ksieniewicz, Róża Goścień, Mirosław Klinkowski, Krzysztof Walkowiak
      Pages 211-224
    10. Magda Friedjungová, Daniel Vašata, Maksym Balatsko, Marcel Jiřina
      Pages 225-239
  3. Complex Social Systems Through the Lens of Computational Science

    1. Front Matter
      Pages 241-241

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. Computational Science – ICCS 2020
    20th International Conference, Amsterdam, The Netherlands, June 3–5, 2020, Proceedings, Part IV
  5. 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: 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.

Keywords

artificial intelligence classification classification methods computer networks data mining data security databases image processing machine learning mathematics network protocols neural networks semantics signal processing svm telecommunication networks telecommunication traffic 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 TennesseeKnoxvilleUSA
  5. 5.University of AmsterdamAmsterdamThe Netherlands
  6. 6.IntellegibilisSetúbalPortugal
  7. 7.IntellegibilisSetúbalPortugal

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