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  • Conference proceedings
  • © 2015

Advanced Intelligent Computing Theories and Applications

11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9227)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ICIC: International Conference on Intelligent Computing

Conference proceedings info: ICIC 2015.

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Table of contents (84 papers)

  1. Front Matter

    Pages I-XXII
  2. Machine Learning Theory and Methods

    1. Front Matter

      Pages 1-1
    2. A Review of Parameter Learning Methods in Bayesian Network

      • Zhiwei Ji, Qibiao Xia, Guanmin Meng
      Pages 3-12
    3. An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network

      • Qiao-ling Chen, Liang Chen, Zhi-Qiang Sun, Zhi-juan Jia
      Pages 34-42
    4. Drift Operator for States of Matter Search Algorithm

      • Yuxiang Zhou, Yongquan Zhou, Qifang Luo, Shilei Qiao, Rui Wang
      Pages 65-71
    5. Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance

      • Asdrúbal López-Chau, Farid García-Lamont, Jair Cervantes
      Pages 72-78
    6. PSO-Based Method for SVM Classification on Skewed Data-Sets

      • Jair Cervantes, Farid García-Lamont, Asdrúbal López, Lisbeth Rodriguez, José S. Ruiz Castilla, Adrián Trueba
      Pages 79-86
    7. Set-Based Many-Objective Optimization Guided by Preferred Regions

      • Dunwei Gong, Fenglin Sun, Jing Sun, Xiaoyan Sun
      Pages 87-93
    8. A Systematic Comparison and Evaluation of Supervised Machine Learning Classifiers Using Headache Dataset

      • Ahmed J. Aljaaf, Dhiya Al-Jumeily, Abir J. Hussain, Paul Fergus, Mohammed Al-Jumaily, Naeem Radi
      Pages 101-108
    9. A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering

      • Shaokai Wang, Yunming Ye, Raymond Y. K. Lau
      Pages 109-114
    10. Passivity Analysis of BAM NNs with Mixed Time Delays

      • Weiyuan Zhang, Yajie Wang
      Pages 127-135
  3. Soft Computing

    1. Front Matter

      Pages 137-137
    2. On Denjoy-McShane-Stieltjes Integral of Fuzzy-Number-Valued Functions

      • Wenkai Shao, Jiechang Ruan, Shu Gong
      Pages 151-158

Other Volumes

  1. Advanced Intelligent Computing Theories and Applications

About this book

This book - in conjunction with the double volume LNCS 9225-9226 - constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The total of 191 full and 42 short papers presented in the three ICIC 2015 volumes was carefully reviewed and selected from 671 submissions. Original contributions related to this theme were especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, andinformation security.

Editors and Affiliations

  • Tongji University, Shanghai, China

    De-Shuang Huang

  • Incheon, Korea (Republic of)

    Kyungsook Han

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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