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Computational Science – ICCS 2018

18th International Conference, Wuxi, China, June 11–13, 2018, Proceedings, Part I

  • Conference proceedings
  • © 2018

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Editors:
  1. Yong Shi

    1. Chinese Academy of Sciences, Beijing, China

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  2. Haohuan Fu

    1. National Supercomputing Center in Wuxi, Wuxi, China

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  3. Yingjie Tian

    1. Chinese Academy of Sciences, Beijing, China

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  4. Valeria V. Krzhizhanovskaya

    1. University of Amsterdam, Amsterdam, The Netherlands

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  5. Michael Harold Lees

    1. University of Amsterdam, Amsterdam, The Netherlands

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  6. Jack Dongarra

    1. University of Tennessee, Knoxville, USA

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  7. 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 10860)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: ICCS 2018.

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About this book

The three-volume set LNCS 10860, 10861 + 10862 constitutes the proceedings of the 18th International Conference on Computational Science, ICCS 2018, held in Wuxi, China, in June 2018.

The total of 155 full and 66 short papers presented in this book set was carefully reviewed and selected from 404 submissions. The papers were organized in topical sections named:

Part I: ICCS Main Track

Part II: 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 ManYcore Systems; Track of Biomedical and Bioinformatics Challenges for Computer Science; Track of Computational Finance and Business Intelligence; Track of Computational Optimization, Modelling and Simulation; Track of Data, Modeling, and Computation in IoT and Smart Systems; Track of Data-Driven Computational Sciences; Track of Mathematical-Methods-and-Algorithms for Extreme Scale; Track of Multiscale Modelling and Simulation

Part III: Track of Simulations of Flow and Transport: Modeling, Algorithms and Computation; Track of Solving Problems with Uncertainties; Track of Teaching Computational Science; Poster Papers

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Keywords

Table of contents (55 papers)

  1. Front Matter

    Pages I-XXXIV
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  2. ICCS Main Track

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Optimizing the Efficiency, Vulnerability and Robustness of Road-Based Para-Transit Networks Using Genetic Algorithm

      • Briane Paul V. Samson, Gio Anton T. Velez, Joseph Ryan Nobleza, David Sanchez, Jan Tristan Milan
      Pages 3-14

    3. On the Configuration of Robust Static Parallel Portfolios for Efficient Plan Generation

      • Mauro Vallati, Lukáš Chrpa, Diane Kitchin
      Pages 15-27

    4. SDF-Net: Real-Time Rigid Object Tracking Using a Deep Signed Distance Network

      • Prayook Jatesiktat, Ming Jeat Foo, Guan Ming Lim, Wei Tech Ang
      Pages 28-42

    5. Insider Threat Detection with Deep Neural Network

      • Fangfang Yuan, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Binxing Fang
      Pages 43-54

    6. Pheromone Model Based Visualization of Malware Distribution Networks

      • Yang Cai, Jose Andre Morales, Sihan Wang, Pedro Pimentel, William Casey, Aaron Volkmann
      Pages 55-68

    7. Detecting Wildlife in Unmanned Aerial Systems Imagery Using Convolutional Neural Networks Trained with an Automated Feedback Loop

      • Connor Bowley, Marshall Mattingly, Andrew Barnas, Susan Ellis-Felege, Travis Desell
      Pages 69-82

    8. Incentive Mechanism for Cooperative Intrusion Detection: An Evolutionary Game Approach

      • Yunchuan Guo, Han Zhang, Lingcui Zhang, Liang Fang, Fenghua Li
      Pages 83-97

    9. Hybrid Genetic Algorithm for an On-Demand First Mile Transit System Using Electric Vehicles

      • Thilina Perera, Alok Prakash, Chathura Nagoda Gamage, Thambipillai Srikanthan
      Pages 98-113

    10. Comprehensive Learning Gene Expression Programming for Automatic Implicit Equation Discovery

      • Yongliang Chen, Jinghui Zhong, Mingkui Tan
      Pages 114-128

    11. Multi-population Genetic Algorithm for Cardinality Constrained Portfolio Selection Problems

      • Nasser R. Sabar, Ayad Turky, Mark Leenders, Andy Song
      Pages 129-140

    12. Recognition and Classification of Rotorcraft by Micro-Doppler Signatures Using Deep Learning

      • Ying Liu, Jinyi Liu
      Pages 141-152

    13. Data Allocation Based on Evolutionary Data Popularity Clustering

      • Ralf Vamosi, Mario Lassnig, Erich Schikuta
      Pages 153-166

    14. Hyper-heuristic Online Learning for Self-assembling Swarm Robots

      • Shuang Yu, Aldeida Aleti, Jan Carlo Barca, Andy Song
      Pages 167-180

    15. An Innovative Heuristic for Planning-Based Urban Traffic Control

      • Santiago Franco, Alan Lindsay, Mauro Vallati, Thomas Lee McCluskey
      Pages 181-193

    16. Automatic Web News Extraction Based on DS Theory Considering Content Topics

      • Kaihang Zhang, Chuang Zhang, Xiaojun Chen, Jianlong Tan
      Pages 194-207

    17. DomainObserver: A Lightweight Solution for Detecting Malicious Domains Based on Dynamic Time Warping

      • Guolin Tan, Peng Zhang, Qingyun Liu, Xinran Liu, Chunge Zhu
      Pages 208-220

    18. You Have More Abbreviations Than You Know: A Study of AbbrevSquatting Abuse

      • Pin Lv, Jing Ya, Tingwen Liu, Jinqiao Shi, Binxing Fang, Zhaojun Gu
      Pages 221-233

    19. Large Scale Retrieval of Social Network Pages by Interests of Their Followers

      • Elena Mikhalkova, Yuri Karyakin, Igor Glukhikh
      Pages 234-246
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Other volumes

  1. Computational Science – ICCS 2018

  2. Computational Science – ICCS 2018

  3. Computational Science – ICCS 2018

Editors and Affiliations

  • Chinese Academy of Sciences, Beijing, China

    Yong Shi, Yingjie Tian

  • National Supercomputing Center in Wuxi, Wuxi, China

    Haohuan Fu

  • University of Amsterdam, Amsterdam, The Netherlands

    Valeria V. Krzhizhanovskaya, Michael Harold Lees, Peter M. A. Sloot

  • University of Tennessee, Knoxville, USA

    Jack Dongarra

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