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Computational Science – ICCS 2022

22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

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Editors:
  1. Derek Groen

    1. Brunel University London, London, UK

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  2. Clélia de Mulatier

    1. University of Amsterdam, Amsterdam, The Netherlands

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  3. Maciej Paszynski

    1. AGH University of Science and Technology, Krakow, Poland

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  4. Valeria V. Krzhizhanovskaya

    1. University of Amsterdam, Amsterdam, The Netherlands

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  5. Jack J. Dongarra

    1. University of Tennessee at Knoxville, Knoxville, USA

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  6. Peter M. A. Sloot

    1. University of Amsterdam, Amsterdam, The Netherlands

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13351)

Included in the following conference series:

Conference proceedings info: ICCS 2022.

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Table of contents (74 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. ICCS 2022 Main Track Short Papers

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Neuroevolutionary Feature Representations for Causal Inference

      • Michael C. Burkhart, Gabriel Ruiz
      Pages 3-10

    3. Compiling Linear Algebra Expressions into Efficient Code

      • Julien Klaus, Mark Blacher, Joachim Giesen, Paul Gerhardt Rump, Konstantin Wiedom
      Pages 11-17

    4. Interval Modification of the Fast PIES in Solving 2D Potential BVPs with Uncertainly Defined Polygonal Boundary Shape

      • Andrzej Kużelewski, Eugeniusz Zieniuk, Marta Czupryna
      Pages 18-25

    5. Validation and Optimisation of Player Motion Models in Football

      • Moritz Renkin, Jonas Bischofberger, Erich Schikuta, Arnold Baca
      Pages 26-32

    6. Auto-scaling of Scientific Workflows in Kubernetes

      • Bartosz Baliś, Andrzej Broński, Mateusz Szarek
      Pages 33-40

    7. Transfer Learning Based Natural Scene Classification for Scene Understanding by Intelligent Machines

      • Ranjini Surendran, J. Anitha, A. Angelopoulou, E. Kapetanios, T. Chausalet, D. Jude Hemanth
      Pages 41-48

    8. Devulgarization of Polish Texts Using Pre-trained Language Models

      • Cezary Klamra, Grzegorz Wojdyga, Sebastian Żurowski, Paulina Rosalska, Matylda Kozłowska, Maciej Ogrodniczuk
      Pages 49-55

    9. Data-Driven Discovery of Time Fractional Differential Equations

      • Abhishek Kumar Singh, Mani Mehra, Anatoly A. Alikhanov
      Pages 56-63

    10. Wide Ensembles of Neural Networks in Music Genre Classification

      • Daniel Kostrzewa, Wojciech Mazur, Robert Brzeski
      Pages 64-71

    11. MultiEmo: Language-Agnostic Sentiment Analysis

      • Piotr Miłkowski, Marcin Gruza, Przemysław Kazienko, Joanna Szołomicka, Stanisław Woźniak, Jan Kocoń
      Pages 72-79

    12. Particle Swarm Optimization Configures the Route Minimization Algorithm

      • Tomasz Jastrzab, Michal Myller, Lukasz Tulczyjew, Miroslaw Blocho, Wojciech Ryczko, Michal Kawulok et al.
      Pages 80-87

    13. Practical Aspects of Zero-Shot Learning

      • Elie Saad, Marcin Paprzycki, Maria Ganzha
      Pages 88-95

    14. A Hypothetical Agent-Based Model Inspired by the Abstraction of Solitary Behavior in Tigers and Its Employment as a Chain Code for Compression

      • Khaldoon Dhou, Christopher Cruzen
      Pages 96-102

    15. Analyzing the Usefulness of Public Web Camera Video Sequences for Calibrating and Validating Pedestrian Dynamics Models

      • Dariusz Pałka, Robert Lubaś, Jarosław Wąs
      Pages 103-109

    16. A Highly Customizable Information Visualization Framework

      • Luís Spínola, Daniel Castro Silva, Luís Paulo Reis
      Pages 110-116

    17. Incremental Dynamic Analysis and Fragility Assessment of Buildings with Different Structural Arrangements Experiencing Earthquake-Induced Structural Pounding

      • Mahmoud Miari, Robert Jankowski
      Pages 117-124

    18. PIES with Trimmed Surfaces for Solving Elastoplastic Boundary Problems

      • Agnieszka Bołtuć, Eugeniusz Zieniuk
      Pages 125-131

    19. Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems

      • Paweł Maczuga, Maciej Paszyński, Victor Calo
      Pages 132-138
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Other volumes

  1. Computational Science – ICCS 2022

  2. Computational Science – ICCS 2022

  3. Computational Science – ICCS 2022

  4. Computational Science – ICCS 2022

Keywords

About this book

The four-volume set LNCS 13350, 13351, 13352, and 13353 constitutes the proceedings of the 22ndt International Conference on Computational Science, ICCS 2022, held in London, UK, in June 2022.*

The total of 175 full papers and 78 short papers presented in this book set were carefully reviewed and selected from 474 submissions. 169 full and 36 short papers were accepted to the main track; 120 full and 42 short papers were accepted to the workshops/ thematic tracks.

*The conference was held in a hybrid format

Editors and Affiliations

  • Brunel University London, London, UK

    Derek Groen

  • University of Amsterdam, Amsterdam, The Netherlands

    Clélia de Mulatier, Valeria V. Krzhizhanovskaya, Peter M. A. Sloot

  • AGH University of Science and Technology, Krakow, Poland

    Maciej Paszynski

  • University of Tennessee at Knoxville, Knoxville, USA

    Jack J. Dongarra

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