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Neural Information Processing

20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part II

  • Conference proceedings
  • © 2013

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Editors:
  1. Minho Lee

    1. Kyungpook National University, Taegu, Korea

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  2. Akira Hirose

    1. The University of Tokyo, Bunkyo-ku, Japan

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  3. Zeng-Guang Hou

    1. Institute of Automation, Key Laboratory of Complex Systems and Intelligence Science, Chinese Academy of Sciences, Beijing, China

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  4. Rhee Man Kil

    1. Sungkyunkwan University, Suwon, Korea

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8227)

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

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Conference proceedings info: ICONIP 2013.

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Table of contents (94 papers)

  1. Front Matter

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  2. An Improved ISOMAP for Visualization and Classification of Multiple Manifolds

    • Wang Hong-Yuan, Ding Xiu-Jie, Cheng Qi-Cai, Chen Fu-Hua
    Pages 1-12

  3. Probability of Perfect Reconstruction of Pareto Set in Multi-Objective Optimization

    • Kazushi Ikeda, Akira Hontani
    Pages 13-18

  4. A Median Variant of Generalized Learning Vector Quantization

    • David Nebel, Barbara Hammer, Thomas Villmann
    Pages 19-26

  5. MISUP: Multiple-Instance Learning via Immunological Suppression Mechanism

    • Duzhou Zhang, Xibin Cao
    Pages 27-34

  6. Contextual Bandits for Context-Based Information Retrieval

    • Djallel Bouneffouf, Amel Bouzeghoub, Alda Lopes Gançarski
    Pages 35-42

  7. Density Estimation Method Based on Self-organizing Incremental Neural Networks and Error Estimation

    • Xiong Xiao, Hongwei Zhang, Osamu Hasegawa
    Pages 43-50

  8. Genetic Network Programming with Simplified Genetic Operators

    • Xianneng Li, Wen He, Kotaro Hirasawa
    Pages 51-58

  9. Hierarchical Clustering for Local Time Series Forecasting

    • Aymen Cherif, Hubert Cardot, Romuald Boné
    Pages 59-66

  10. Multi-regularization for Fuzzy Co-clustering

    • Vikas K. Garg, Sneha Chaudhari, Ankur Narang
    Pages 67-75

  11. Dynamic Ensemble of Ensembles in Nonstationary Environments

    • Xu-Cheng Yin, Kaizhu Huang, Hong-Wei Hao
    Pages 76-83

  12. Improvement of the Relaxation Procedure in Concurrent Q-Learning

    • Kazunori Murakami, Tomoko Ozeki
    Pages 84-91

  13. Modularity Embedding

    • Wenye Li
    Pages 92-99

  14. Modularity Segmentation

    • Wenye Li
    Pages 100-107

  15. Brand-Centric Recommendation with Inter-brand Similarities

    • Hyojung Shin, Seungjin Choi
    Pages 108-115

  16. Flexible Nonparametric Kernel Learning with Different Loss Functions

    • En-Liang Hu, James T. Kwok
    Pages 116-123

  17. Topic Model Kernel: An Empirical Study towards Probabilistically Reduced Features for Classification

    • Tien-Vu Nguyen, Dinh Phung, Svetha Venkatesh
    Pages 124-131

  18. Training Neural Networks with Implicit Variance

    • Justin Bayer, Christian Osendorfer, Sebastian Urban, Patrick van der Smagt
    Pages 132-139

  19. One-Side Probability Machine: Learning Imbalanced Classifiers Locally and Globally

    • Rui Zhang, Kaizhu Huang
    Pages 140-147

  20. Structure Preserving Low-Rank Representation for Semi-supervised Face Recognition

    • Yong Peng, Suhang Wang, Shen Wang, Bao-Liang Lu
    Pages 148-155
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Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

Keywords

About this book

The three volume set LNCS 8226, LNCS 8227 and LNCS 8228 constitutes the proceedings of the 20th International Conference on Neural Information Processing, ICONIP 2013, held in Daegu, Korea, in November 2013. The 180 full and 75 poster papers presented together with 4 extended abstracts were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The specific topics covered are as follows: cognitive science and artificial intelligence; learning theory, algorithms and architectures; computational neuroscience and brain imaging; vision, speech and signal processing; control, robotics and hardware technologies and novel approaches and applications.

Editors and Affiliations

  • Kyungpook National University, Taegu, Korea

    Minho Lee

  • The University of Tokyo, Bunkyo-ku, Japan

    Akira Hirose

  • Institute of Automation, Key Laboratory of Complex Systems and Intelligence Science, Chinese Academy of Sciences, Beijing, China

    Zeng-Guang Hou

  • Sungkyunkwan University, Suwon, Korea

    Rhee Man Kil

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