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Neural Information Processing

25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13–16, 2018, Proceedings, Part II

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Long Cheng

    1. The Chinese Academy of Sciences, Beijing, China

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  2. Andrew Chi Sing Leung

    1. City University of Hong Kong, Kowloon, Hong Kong

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  3. Seiichi Ozawa

    1. Kobe University, Kobe, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11302)

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

Included in the following conference series:

Conference proceedings info: ICONIP 2018.

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Table of contents (64 papers)

  1. Front Matter

    Pages I-XXII
    Download chapter PDF

  2. Other Neural Network Models

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Improved Kernel Density Estimation Self-organizing Incremental Neural Network to Perform Big Data Analysis

      • Wonjik Kim, Osamu Hasegawa
      Pages 3-13

    3. HISBmodel: A Rumor Diffusion Model Based on Human Individual and Social Behaviors in Online Social Networks

      • Adil Imad Eddine Hosni, Kan Li, Sadique Ahmed
      Pages 14-27

    4. Multi-scale Feature Decode and Fuse Model with CRF Layer for Boundary Detection

      • Zihao Dong, Ruixun Zhang, Xiuli Shao, Huichao Li, Zihan Yang
      Pages 28-40

    5. Sentimental Analysis for AIML-Based E-Health Conversational Agents

      • David Ireland, Hamed Hassanzadeh, Son N. Tran
      Pages 41-51

    6. Hashtag Recommendation with Attention-Based Neural Image Hashtagging Network

      • Gaosheng Wu, Yuhua Li, Wenjin Yan, Ruixuan Li, Xiwu Gu, Qi Yang
      Pages 52-63

    7. CocoNet: A Deep Neural Network for Mapping Pixel Coordinates to Color Values

      • Paul Andrei Bricman, Radu Tudor Ionescu
      Pages 64-76

    8. BCMLP: Binary-Connected Multilayer Perceptrons

      • Ningqi Luo, Binheng Song, Yinxu Pan, Bin Shen
      Pages 77-88

    9. Network of Recurrent Neural Networks: Design for Emergence

      • Chaoming Wang, Yi Zeng
      Pages 89-102

    10. Computationally Efficient Radial Basis Function

      • Adedamola Wuraola, Nitish Patel
      Pages 103-112

    11. A Model for Age and Gender Profiling of Social Media Accounts Based on Post Contents

      • Jan Kristoffer Cheng, Avril Fernandez, Rissa Grace Marie Quindoza, Shayane Tan, Charibeth Cheng
      Pages 113-123

    12. A Wiener Causality Defined by Relative Entropy

      • Junya Chen, Jianfeng Feng, Wenlian Lu
      Pages 124-133

    13. Scene Graph Generation Based on Node-Relation Context Module

      • Xin Lin, Yonggang Li, Chunping Liu, Yi Ji, Jianyu Yang
      Pages 134-145

    14. Cross-Layer Convolutional Siamese Network for Visual Tracking

      • Yanyin Chen, Xing Chen, Huibin Tan, Xiang Zhang, Long Lan, Xuhui Huang et al.
      Pages 146-156

    15. A Data Augmentation Model Based on Variational Approach

      • Lei Xia, Jiancheng Lv, Yong Xu
      Pages 157-168

    16. Asynchronous Value Iteration Network

      • Zhiyuan Pan, Zongzhang Zhang, Zixuan Chen
      Pages 169-180

    17. FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets

      • Mingxing Tang, Zhen Huang, Linbo Qiao, Shuyang Du, Yuxing Peng, Changjian Wang
      Pages 181-193

    18. A Neural Network Model for Gating Task-Relevant Information by Rhythmic Oscillations

      • Ryo Tani, Yoshiki Kashimori
      Pages 194-202

    19. A Hybrid Model Based on the Rating Bias and Textual Bias for Recommender Systems

      • Jiao Dai, Mingming Li, Songlin Hu, Jizhong Han
      Pages 203-214
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Other volumes

  1. Neural Information Processing

  2. Neural Information Processing

  3. Neural Information Processing

  4. Neural Information Processing

  5. Neural Information Processing

  6. Neural Information Processing

  7. Neural Information Processing

Keywords

About this book

The seven-volume set of LNCS 11301-11307, constitutes the proceedings of the 25th International Conference on Neural Information Processing, ICONIP 2018, held in Siem Reap, Cambodia, in December 2018.

The 401 full papers presented were carefully reviewed and selected from 575 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The second volume, LNCS 11302, is organized in topical sections on other neural network models, stability analysis, optimization, and supervised learning.


Editors and Affiliations

  • The Chinese Academy of Sciences, Beijing, China

    Long Cheng

  • City University of Hong Kong, Kowloon, Hong Kong

    Andrew Chi Sing Leung

  • Kobe University, Kobe, Japan

    Seiichi Ozawa

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