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Neural Information Processing

22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings, Part II

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Sabri Arik

    1. University of Istanbul, Istanbul, Turkey

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  2. Tingwen Huang

    1. University at Qatar, Doha, Qatar

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  3. Weng Kin Lai

    1. Tunku Abdul Rahman University College, Kuala Lumpur, Malaysia

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  4. Qingshan Liu

    1. University of Science Technology, Wuhan, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9490)

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

Included in the following conference series:

Conference proceedings info: ICONIP 2015.

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Table of contents (74 papers)

  1. Front Matter

    Pages I-XVI
    Download chapter PDF

  2. Motor Imagery Task Classification Using a Signal-Dependent Orthogonal Transform Based Feature Extraction

    • Mostefa Mesbah, Aida Khorshidtalab, Hamza Baali, Ahmed Al-Ani
    Pages 1-9

  3. Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM

    • Ferhat Özgür Çatak
    Pages 10-17

  4. Soil Property Prediction: An Extreme Learning Machine Approach

    • Dina Masri, Wei Lee Woon, Zeyar Aung
    Pages 18-27

  5. Recent Advances in Improving the Memory Efficiency of the TRIBE MCL Algorithm

    • László Szilágyi, Lajos Loránd Nagy, Sándor Miklós Szilágyi
    Pages 28-35

  6. Weighted ANN Input Layer for Adaptive Features Selection for Robust Fault Classification

    • Muhammad Amar, Iqbal Gondal, Campbell Wilson
    Pages 36-43

  7. Neural Network with Evolutionary Algorithm for Packet Matching

    • Zelin Wang, Zhijian Wu, Xinyu Zhou, Ruimin Wang, Peng Shao
    Pages 44-51

  8. Trading Optimally Diversified Portfolios in Emerging Markets with Neuro-Particle Swarm Optimisation

    • Pascal Khoury, Denise Gorse
    Pages 52-60

  9. Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations

    • Shujian Yu, Xinge You, Xiubao Jiang, Weihua Ou, Ziqi Zhu, Yixiao Zhao et al.
    Pages 61-70

  10. A Parallel Sensitive Area Selection-Based Particle Swarm Optimization Algorithm for Fast Solving CNOP

    • Shijin Yuan, Feng Ji, Jinghao Yan, Bin Mu
    Pages 71-78

  11. Realization of Fault Tolerance for Spiking Neural Networks with Particle Swarm Optimization

    • Ruibin Feng, Chi-Sing Leung, Peter Tsang
    Pages 79-86

  12. Parallel Cooperative Co-evolution Based Particle Swarm Optimization Algorithm for Solving Conditional Nonlinear Optimal Perturbation

    • Shijin Yuan, Li Zhao, Bin Mu
    Pages 87-95

  13. Discovery of Interesting Association Rules Using Genetic Algorithm with Adaptive Mutation

    • Mir Md. Jahangir Kabir, Shuxiang Xu, Byeong Ho Kang, Zongyuan Zhao
    Pages 96-105

  14. Semi-supervised Non-negative Local Coordinate Factorization

    • Cherong Zhou, Xiang Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo
    Pages 106-113

  15. A Strength Pareto Evolutionary Algorithm for Live Migration of Multiple Interdependent Virtual Machines in Data Centers

    • Tusher Kumer Sarker, Maolin Tang
    Pages 114-121

  16. A Survey of Applying Machine Learning Techniques for Credit Rating: Existing Models and Open Issues

    • Xiang Wang, Min Xu, Özgür Tolga Pusatli
    Pages 122-132

  17. A New Evolutionary Algorithm for Extracting a Reduced Set of Interesting Association Rules

    • Mir Md. Jahangir Kabir, Shuxiang Xu, Byeong Ho Kang, Zongyuan Zhao
    Pages 133-142

  18. Non-negative Spectral Learning for Linear Sequential Systems

    • Hadrien Glaude, Cyrille Enderli, Olivier Pietquin
    Pages 143-151

  19. Optimism in Active Learning with Gaussian Processes

    • Timothé Collet, Olivier Pietquin
    Pages 152-160

  20. A Penalty-Based Genetic Algorithm for the Migration Cost-Aware Virtual Machine Placement Problem in Cloud Data Centers

    • Tusher Kumer Sarker, Maolin Tang
    Pages 161-169
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Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

Keywords

About this book

The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015.

The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and Classification Systems; Artificial Intelligence and Neural Networks: Theory, Design, and Applications; Image and Signal Processing; and Intelligent Social Networks.

Editors and Affiliations

  • University of Istanbul, Istanbul, Turkey

    Sabri Arik

  • University at Qatar, Doha, Qatar

    Tingwen Huang

  • Tunku Abdul Rahman University College, Kuala Lumpur, Malaysia

    Weng Kin Lai

  • University of Science Technology, Wuhan, China

    Qingshan Liu

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