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© 2021

Computational Science – ICCS 2021

21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part V

  • Maciej Paszynski
  • Dieter Kranzlmüller
  • Valeria V. Krzhizhanovskaya
  • Jack J. Dongarra
  • Peter M.A. Sloot
Conference proceedings ICCS 2021
  • 15k Downloads

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12746)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 12746)

Table of contents

  1. Front Matter
    Pages i-xix
  2. Computer Graphics, Image Processing and Artificial Intelligence

    1. Front Matter
      Pages 1-1
    2. Jarosław Andrzejczak, Wiktoria Kozłowicz, Rafał Szrajber, Adam Wojciechowski
      Pages 3-16
    3. Ewa Juralewicz, Urszula Markowska-Kaczmar
      Pages 17-30
    4. Haibin Fu, Shaojun Bian, Ehtzaz Chaudhry, Andres Iglesias, Lihua You, Jian Jun Zhang
      Pages 31-44
    5. Jan Dvořák, Petr Vaněček, Libor Váša
      Pages 45-58
    6. Yu Xia, Shuangbu Wang, Lihua You, Jianjun Zhang
      Pages 59-69
    7. Komal Dadhich, Siri Chandana Daggubati, Jaya Sreevalsan-Nair
      Pages 70-83
    8. Maria Mamica, Paulina Kapłon, Paweł Jemioło
      Pages 84-90
    9. Łukasz Spierewka, Rafał Szrajber, Dominik Szajerman
      Pages 106-119
    10. Kamil Wereszczyński, Agnieszka Michalczuk, Paweł Foszner, Dominik Golba, Michał Cogiel, Michał Staniszewski
      Pages 120-133
    11. Ouwen Li, Ehtzaz Chaudhry, Xiaosong Yang, Haibin Fu, Junheng Fang, Zaiping Zhu et al.
      Pages 134-148
    12. Paweł Forczmański, Anton Smoliński
      Pages 149-163
    13. Marcin Zieliński, Piotr Napieralski, Marcin Daszuta, Dominik Szajerman
      Pages 164-177
    14. Karol Działowski, Paweł Forczmański
      Pages 193-206
    15. Zaiping Zhu, Ehtzaz Chaudhry, Shuangbu Wang, Yu Xia, Andres Iglesias, Lihua You et al.
      Pages 207-220
  3. Data-Driven Computational Sciences

    1. Front Matter
      Pages 221-221

Other volumes

  1. 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part I
  2. 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part II
  3. 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part III
  4. 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part IV
  5. Computational Science – ICCS 2021
    21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part V
  6. 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part VI

About these proceedings

Introduction

The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*

The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions. 48 full and 14 short papers were accepted to the main track from 156 submissions; 212 full and 43 short papers were accepted to the workshops/ thematic tracks from 479 submissions. The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Artificial Intelligence and High-Performance Computing for Advanced Simulations; Biomedical and Bioinformatics Challenges for Computer Science

Part III: Classifier Learning from Difficult Data; Computational Analysis of Complex Social Systems; Computational Collective Intelligence; Computational Health

Part IV: Computational Methods for Emerging Problems in (dis-)Information Analysis; Computational Methods in Smart Agriculture; Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems

Part V: Computer Graphics, Image Processing and Artificial Intelligence; Data-Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; MeshFree Methods and Radial Basis Functions in Computational Sciences; Multiscale Modelling and Simulation

Part VI: Quantum Computing Workshop; 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 Uncertainty; Teaching Computational Science; Uncertainty Quantification for Computational Models

*The conference was held virtually.


Keywords

artificial intelligence computer networks computer vision correlation analysis image analysis image processing image reconstruction machine learning network protocols neural networks numerical methods parallel processing systems signal processing telecommunication networks

Editors and affiliations

  1. 1.AGH University of Science and TechnologyKrakowPoland
  2. 2.Ludwig-Maximilians-Universität MünchenMunichGermany
  3. 3.University of AmsterdamAmsterdamThe Netherlands
  4. 4.University of Tennessee at KnoxvilleKnoxvilleUSA
  5. 5.University of AmsterdamAmsterdamThe Netherlands

Bibliographic information