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  • © 2018

Computational Science – ICCS 2018

18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10861)

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

Conference series link(s): ICCS: International Conference on Computational Science

Conference proceedings info: ICCS 2018.

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Table of contents (69 papers)

  1. Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning

    1. An Efficient Deep Learning Model for Recommender Systems

      • Kourosh Modarresi, Jamie Diner
      Pages 221-233
    2. Generalized Variable Conversion Using K-means Clustering and Web Scraping

      • Kourosh Modarresi, Abdurrahman Munir
      Pages 247-258
    3. Parallel Latent Dirichlet Allocation on GPUs

      • Gordon E. Moon, Israt Nisa, Aravind Sukumaran-Rajam, Bortik Bandyopadhyay, Srinivasan Parthasarathy, P. Sadayappan
      Pages 259-272
    4. Improving Search Through A3C Reinforcement Learning Based Conversational Agent

      • Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy
      Pages 273-286
  2. Track of Architecture, Languages, Compilation and Hardware Support for Emerging ManYcore Systems

    1. Front Matter

      Pages 287-287
  3. Track of Biomedical and Bioinformatics Challenges for Computer Science

    1. Front Matter

      Pages 315-319
    2. Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection

      • Christian Gomes, Alan Cardoso, Thiago Silveira, Diego Dias, Elisa Tuler, Renato Ferreira et al.
      Pages 321-333
    3. CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections

      • Mónica Chillarón, Vicente Vidal, Gumersindo Verdú, Josep Arnal
      Pages 334-346
    4. On Blood Viscosity and Its Correlation with Biological Parameters

      • Patrizia Vizza, Giuseppe Tradigo, Marianna Parrilla, Pietro Hiram Guzzi, Agostino Gnasso, Pierangelo Veltri
      Pages 347-353
    5. Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation

      • Keisuke Katsushima, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara
      Pages 354-367
    6. 1,000x Faster Than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators

      • Lars Wienbrandt, Jan Christian Kässens, Matthias Hübenthal, David Ellinghaus
      Pages 368-381
  4. Track of Computational Finance and Business Intelligence

    1. Front Matter

      Pages 383-383
    2. Deep Learning and Wavelets for High-Frequency Price Forecasting

      • Andrés Arévalo, Jaime Nino, Diego León, German Hernandez, Javier Sandoval
      Pages 385-399
    3. Kernel Extreme Learning Machine for Learning from Label Proportions

      • Hao Yuan, Bo Wang, Lingfeng Niu
      Pages 400-409
    4. Multi-view Multi-task Support Vector Machine

      • Jiashuai Zhang, Yiwei He, Jingjing Tang
      Pages 419-428

About this book

The three-volume set LNCS 10860, 10861 and 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, andComputation 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

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

Bibliographic Information

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access