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Intelligent Computing Theories and Application

13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part II

  • De-Shuang Huang
  • Kang-Hyun Jo
  • Juan Carlos Figueroa-García

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10362)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10362)

Table of contents

  1. Front Matter
    Pages I-XXIII
  2. Pattern Recognition

    1. Front Matter
      Pages 1-1
    2. Bo Li, Ping-Ping Zheng, Jin Liu, Xiao-Long Zhang
      Pages 3-10
  3. Image Processing

    1. Front Matter
      Pages 11-11
    2. Le Zou, Liang-Tu Song, Xiao-Feng Wang, Yan-Ping Chen
      Pages 13-21
    3. Ashutosh Kumar Bachchan, Apurba Gorai, Phalguni Gupta
      Pages 22-34
    4. Eros Pasero, Cristina Castagneri
      Pages 35-44
  4. Virtual Reality and Human-Computer Interaction

    1. Front Matter
      Pages 45-45
    2. Asma Ben Khedher, Imène Jraidi, Claude Frasson
      Pages 47-57
  5. Healthcare Informatics Theory and Methods

    1. Front Matter
      Pages 59-59
    2. Robert Keight, Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir Jaafar Hussain, Aynur Özge, Conor Mallucci
      Pages 61-72
  6. Genetic Algorithms

    1. Front Matter
      Pages 73-73
    2. Lin Li, Yi Chen, Qunfeng Liu, Jasmina Lazic, Wuqiao Luo, Yun Li
      Pages 75-88
  7. Blind Source Separation

    1. Front Matter
      Pages 89-89
  8. Intelligent Fault Diagnosis

    1. Front Matter
      Pages 103-103
    2. Duy-Tang Hoang, Hee-Jun Kang
      Pages 105-111
  9. Machine Learning

    1. Front Matter
      Pages 113-113
    2. Mohammed Khalaf, Abir Jaafar Hussain, Dhiya Al-Jumeily, Robert Keight, Russell Keenan, Ala S. Al Kafri et al.
      Pages 115-121
  10. Knowledge Discovery and Data Mining

    1. Front Matter
      Pages 123-123
    2. Jie Cai, Shilong Chao, Sheng Yang, Shulin Wang, Jiawei Luo
      Pages 125-131
  11. Gene Expression Array Analysis

    1. Front Matter
      Pages 133-133
    2. Jian Liu, Yuhu Cheng, Xuesong Wang, Yi Kong
      Pages 135-141
  12. Systems Biology

    1. Front Matter
      Pages 143-143
    2. Marzio Pennisi, Giulia Russo, Giuseppe Sgroi, Giuseppe Parasiliti, Francesco Pappalardo
      Pages 145-154
  13. Modeling, Simulation, and Optimization of Biological Systems

    1. Front Matter
      Pages 155-155
    2. Riikka Havela, Tiina Manninen, Ausra Saudargiene, Marja-Leena Linne
      Pages 157-168
    3. Giulia Russo, Marzio Pennisi, Roberta Boscarino, Francesco Pappalardo
      Pages 169-175
    4. Laurent Bataille, Francisco Cavas-Martínez, Daniel G. Fernández-Pacheco, Francisco J. F. Cañavate, Jorge L. Alio
      Pages 176-187
    5. Xiaodong Ma, Yao Sun, Dingkang Wang, Yushan Xue
      Pages 188-196
  14. Intelligent Computing in Computational Biology

    1. Front Matter
      Pages 197-197
    2. Xiaoli Lin, QianQian Huang, Fengli Zhou
      Pages 199-207
    3. Liang-xin Gao, Hong-bo Zhang, Lin Zhu
      Pages 208-218
    4. Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
      Pages 219-229
    5. Jing Hu, Xiaoli Lin, Xiaolong Zhang
      Pages 254-260
  15. Computational Genomics

    1. Front Matter
      Pages 271-271
    2. Yu Geng, Zhongmeng Zhao, Ruoyu Liu, Tian Zheng, Jing Xu, Yi Huang et al.
      Pages 273-285
    3. Yu Geng, Zhongmeng Zhao, Jing Xu, Ruoyu Liu, Yi Huang, Xuanping Zhang et al.
      Pages 286-297
  16. Computational Proteomics

    1. Front Matter
      Pages 299-299
  17. Gene Regulation Modeling and Analysis

  18. SNPs and Haplotype Analysis

    1. Front Matter
      Pages 323-323
    2. Basma Abdulaimma, Abir Hussain, Paul Fergus, Dhiya Al-Jumeily, Casimiro Aday Curbelo Montañez, Jade Hind
      Pages 325-336
    3. Xuanping Zhang, Zhongmeng Zhao, Yan Chang, Aiyuan Yang, Yixuan Wang, Ruoyu Liu et al.
      Pages 337-349
    4. Casimiro Aday Curbelo Montañez, Paul Fergus, Abir Hussain, Dhiya Al-Jumeily, Mehmet Tevfik Dorak, Rosni Abdullah
      Pages 350-362
  19. Protein-Protein Interaction Prediction

    1. Front Matter
      Pages 363-363

Other volumes

  1. 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part I
  2. Intelligent Computing Theories and Application
    13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part II
  3. 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part III

About these proceedings

Introduction

​This three-volume set LNCS 10361, LNCS 10362, and LNAI 10363 constitutes the refereed proceedings of the 13th International Conference on Intelligent Computing, ICIC 2017, held in Liverpool, UK, in August 2017. 

The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. This second volume of the set comprises 74 papers. The papers are organized in topical sections such as Pattern Recognition; Image Processing; Virtual Reality and Human-Computer Interaction; Healthcare Informatics Theory and Methods; Genetic Algorithms; Blind Source Separation; Intelligent Fault Diagnosis; Machine Learning; Knowledge Discovery and Data Mining; Gene Expression Array Analysis; Systems Biology; Modeling, Simulation, and Optimization of Biological Systems; Intelligent Computing in Computational Biology; Computational Genomics; Computational Proteomics; Gene Regulation Modeling and Analysis; SNPs and Haplotype Analysis; Protein-Protein Interaction Prediction; Protein Structure and Function Prediction; Next-Gen Sequencing and Metagenomics; Structure Prediction and Folding; Biomarker Discovery; Applications of Machine Learning Techniques to Computational Proteomics, Genomics, and Biological Sequence Analysis; Biomedical Image Analysis; Human-Machine Interaction: Shaping Tools Which Will Shape Us; Protein and Gene Bioinformatics: Analysis, Algorithms and Applications; Special Session on Computer Vision based Navigation; Neural Networks: Theory and Application.

Keywords

biological networks computer vision ensemble methods kernel methods neural networks artificial intelligence bioinformatics computational biology computational genomics data mining and clustering deep learning dimensionality reduction and manifold learning feature selection molecular sequence analysis motif discovery reinforcement learning semi-supervised learning supervised learning support vector machines unsupervised learning

Editors and affiliations

  • De-Shuang Huang
    • 1
  • Kang-Hyun Jo
    • 2
  • Juan Carlos Figueroa-García
    • 3
  1. 1.Tongji UniversityShanghaiChina
  2. 2.University of UlsanUlsanKorea (Republic of)
  3. 3.Universidad Distrital Francisco José de CaldasBogotáColombia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-63312-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-63311-4
  • Online ISBN 978-3-319-63312-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site