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Computational Science – ICCS 2019

19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part II

  • João M. F. Rodrigues
  • Pedro J. S. Cardoso
  • Jânio Monteiro
  • Roberto Lam
  • Valeria V. Krzhizhanovskaya
  • Michael H. Lees
  • Jack J. Dongarra
  • Peter M.A. Sloot
Conference proceedings ICCS 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11537)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11537)

Table of contents

  1. Front Matter
    Pages i-xix
  2. ICCS Main Track

    1. Front Matter
      Pages 1-1
    2. Timothée Goubault de Brugière, Marc Baboulin, Benoît Valiron, Cyril Allouche
      Pages 3-16
    3. Michał Krok, Katarzyna Rycerz, Marian Bubak
      Pages 17-30
    4. Haichao Shi, Xiao-Yu Zhang, Shupeng Wang, Ge Fu, Jianqi Tang
      Pages 31-43
    5. Lei Zhang, Shupeng Wang, Ge Fu, Zhenyu Wang, Lei Cui, Junteng Hou
      Pages 44-58
    6. Guangjun Wu, Zhihui Zhao, Ge Fu, Haiping Wang, Yong Wang, Zhenyu Wang et al.
      Pages 59-74
    7. Carlos Goncalves, Joaquim F. Silva, Jose C. Cunha
      Pages 75-88
    8. Cesar Affonso de Pinho Pinheiro, Nadia Nedjah, Luiza de Macedo Mourelle
      Pages 89-101
    9. Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu
      Pages 102-115
    10. JCS Kadupitiya, Geoffrey C. Fox, Vikram Jadhao
      Pages 116-130
    11. Jingjing Guo, Jing Yu, Yuhang Lu, Yue Hu, Yanbing Liu
      Pages 131-144
    12. Lei Cui, Rongrong Xi, Zhiyu Hao, Xuehao Yu, Lei Zhang
      Pages 145-159
    13. Haishuai Wang, Li Li, Lianhua Chi, Ziping Zhao
      Pages 160-173
    14. Babette Dellen, Uwe Jaekel, Marcell Wolnitza
      Pages 174-188
    15. Altamir Gomes Bispo Junior, Robson Leonardo Ferreira Cordeiro
      Pages 189-203
    16. Saicharan Viswanath, Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah
      Pages 204-218
    17. Mehmet Cagri Kaymak, Hasan Metin Aktulga, Ron Fox, Sean N. Liddick
      Pages 219-233
    18. Zhengyang Ai, Kai Zhang, Shupeng Wang, Chao Li, Xiao-yu Zhang, Shicong Li
      Pages 234-246
    19. Bo Jiang, Zhigang Lu, Ning Li, Zelin Cui
      Pages 247-261
    20. Guillaume Cantin, Nathalie Verdière, Valentina Lanza
      Pages 262-275
    21. Eisha Nathan, Geoffrey Sanders, Van Emden Henson
      Pages 276-289
    22. Koen van der Zwet, Ana Isabel Barros, Tom M. van Engers, Bob van der Vecht
      Pages 290-303
    23. Yiming Xu, Jing Yu, Jingjing Guo, Yue Hu, Jianlong Tan
      Pages 304-317
    24. Xiang Tian, Yujia Zhu, Zhao Li, Chao Zheng, Qingyun Liu, Yong Sun
      Pages 318-331
    25. Oleg Zaikin, Ivan Derevitskii, Klavdiya Bochenina, Janusz Holyst
      Pages 332-345
  3. Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks

    1. Front Matter
      Pages 347-347
    2. Ryota Kusakabe, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne
      Pages 349-362
    3. Akihiro Musa, Takashi Abe, Takumi Kishitani, Takuya Inoue, Masayuki Sato, Kazuhiko Komatsu et al.
      Pages 363-376
    4. Zhuo Yao, Dali Wang, Danial Riccuito, Fengming Yuan, Chunsheng Fang
      Pages 377-388
    5. Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne
      Pages 389-401
  4. Track of Agent-Based Simulations, Adaptive Algorithms and Solvers

    1. Front Matter
      Pages 417-417
    2. Maddegedara Lalith, Amit Gill, Sebastian Poledna, Muneo Hori, Inoue Hikaru, Noda Tomoyuki et al.
      Pages 419-433
    3. Victor M. Calo, Quanling Deng, Sergio Rojas, Albert Romkes
      Pages 463-476
    4. Audrey Duval, David Smith, Didier Guillemot, Lulla Opatowski, Laura Temime
      Pages 477-487
    5. Aleksander Byrski, Wojciech Turek, Wojciech Radwański, Marek Kisiel-Dorohinicki
      Pages 488-501
    6. Jarosław Koźlak, Bartlomiej Sniezynski, Dorota Wilk-Kołodziejczyk, Albert Leśniak, Krzysztof Jaśkowiec
      Pages 517-529
  5. Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning

    1. Front Matter
      Pages 531-531
    2. Raja Velu, Zhaoque Zhou, Chyng Wen Tee
      Pages 533-549
    3. Deivid de Almeida Padilha da Silva, Daniel Caio de Lima, José Hiroki Saito
      Pages 564-579
    4. Feifei Dai, Xiaoyan Gu, Bo Li, Jinchao Zhang, Mingda Qian, Weiping Wang
      Pages 580-594
    5. Michael C. Burkhart, Kourosh Modarresi
      Pages 595-607
    6. Michael C. Burkhart, Kourosh Modarresi
      Pages 608-621
    7. Jesús Silva, Mercedes Gaitán Angulo, Jenny Romero Borré, Liliana Patricia Lozano Ayarza, Omar Bonerge Pineda Lezama, Zuleima del Carmen Martínez Galán et al.
      Pages 622-632
    8. Mehrdad Aghamohammadi, Manvi Madan, Jung Ki Hong, Ian Watson
      Pages 633-645

Other volumes

  1. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part I
  2. Computational Science – ICCS 2019
    19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part II
  3. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part III
  4. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part IV
  5. 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part V

About these proceedings

Introduction

The five-volume set LNCS 11536, 11537, 11538, 11539 and 11540 constitutes the proceedings of the 19th International Conference on Computational Science, ICCS 2019, held in Faro, Portugal, in June 2019.

The total of 65 full papers and 168 workshop papers presented in this book set were carefully reviewed and selected from 573 submissions (228 submissions to the main track and 345 submissions to the workshops). The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: ICCS Main Track; 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 Matrix Methods in Artificial Intelligence and Machine Learning; Track of Architecture, Languages, Compilation and Hardware Support for Emerging and Heterogeneous Systems

Part III: Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Classifier Learning from Difficult Data; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Computational Science in IoT and Smart Systems

Part IV: Track of Data-Driven Computational Sciences; Track of Machine Learning and Data Assimilation for Dynamical Systems; Track of Marine Computing in the Interconnected World for the Benefit of the Society; Track of Multiscale Modelling and Simulation; Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation

Part V: Track of Smart Systems: Computer Vision, Sensor Networks and Machine Learning; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Track ICCS 2019

Chapter “Comparing Domain-decomposition Methods for the Parallelization of Distributed Land Surface Models” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

artificial intelligence complex systems computational methods computational science computer networks data security genetic algorithms image processing learning algorithms neural networks numerical methods parallel processing systems parallel programming processors semantics support vector machines svm telecommunication networks telecommunication traffic World Wide Web

Editors and affiliations

  1. 1.University of AlgarveFaroPortugal
  2. 2.University of AlgarveFaroPortugal
  3. 3.University of AlgarveFaroPortugal
  4. 4.University of AlgarveFaroPortugal
  5. 5.University of AmsterdamAmsterdamThe Netherlands
  6. 6.University of AmsterdamAmsterdamThe Netherlands
  7. 7.University of Tennessee at KnoxvilleKnoxvilleUSA
  8. 8.University of AmsterdamAmsterdamThe Netherlands

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-22741-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-22740-1
  • Online ISBN 978-3-030-22741-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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