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Neural Information Processing

26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV

  • Tom Gedeon
  • Kok Wai Wong
  • Minho Lee
Conference proceedings ICONIP 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1142)

Table of contents

  1. Front Matter
    Pages i-xxiv
  2. Adversarial Networks and Learning

    1. Front Matter
      Pages 1-1
    2. Aneesh Sreevallabh Chivukula, Xinghao Yang, Wei Liu
      Pages 3-12
    3. Yuchun Fang, Yilu Cao, Wei Zhang, Qiulong Yuan
      Pages 13-20
    4. Zhuocheng Zhou, Bofeng Zhang, Ying Lv, Tian Shi, Furong Chang
      Pages 21-30
    5. Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao
      Pages 40-48
    6. Waseem Abbas, Muhammad Haroon Shakeel, Numan Khurshid, Murtaza Taj
      Pages 49-56
    7. Huan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu
      Pages 66-74
    8. Yang Chen, Jinxuan Sun, Wencong Jiao, Guoqiang Zhong
      Pages 75-83
  3. Convolutional Neural Networks

    1. Front Matter
      Pages 85-85
    2. Xinyu Zhu, Gongshen Liu, Bo Su
      Pages 87-94
    3. Muideen Adegoke, Chi-Sing Leung, John Sum
      Pages 95-103
    4. Xinyang Liu, Zheng Liu, Yanwen Qu
      Pages 112-121
    5. Yi-Fan Zhang, Peter J. Thorburn, Peter Fitch
      Pages 122-130
    6. Maram Mahmoud A. Monshi, Josiah Poon, Vera Chung
      Pages 148-158
    7. Zhipeng Li, Zheng Qin, Pengbo Shen, Liu Jiang
      Pages 168-178
    8. Ikki Kishida, Hideki Nakayama
      Pages 179-188
    9. Junjie Chen, Hongxu Hou, Jing Gao, Yatu Ji, Tiangang Bai, Yi Jing
      Pages 189-197
    10. Shizhan Chen, Bo You, Xuewei Li, Mei Yu, Jian Yu, Zhuo Zhang et al.
      Pages 198-206
    11. Takumi Kobayashi, Hidenori Ide, Kenji Watanabe
      Pages 207-215
  4. Deep Neural Networks

    1. Front Matter
      Pages 225-225
    2. Bo Yang, Qilin Mu, Hairui Zou, Yancheng Zeng, Hau-San Wong, Zesong Li et al.
      Pages 227-236
    3. Jie Chen, Lifen Jiang, Huazhi Sun, Chunmei Ma, Zekang Liu, Dake Zhao
      Pages 237-246
    4. François Torregrossa, Nihel Kooli, Robin Allesiardo, Erwan Pigneul
      Pages 247-255
    5. Mallek Mziou Sallami, Mohamed Ibn Khedher, Asma Trabelsi, Samy Kerboua-Benlarbi, Dimitri Bettebghor
      Pages 274-286
    6. Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong
      Pages 287-295
    7. Guoqiang Zhong, Wei Gao, Wencong Jiao, Biao Shen, Dongdong Xia
      Pages 305-313
    8. Siripinyo Chantamunee, Kok Wai Wong, Chun Che Fung
      Pages 314-322
    9. Kun Ni, Danning Yu, Yunlong Liu
      Pages 323-332
    10. Peng Gang, Wei Zeng, Yuri Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi et al.
      Pages 333-340
  5. Embeddings and Feature Fusion

    1. Front Matter
      Pages 349-349
    2. Cheng Zhang, Le Zhang, Yuanye He, Daren Zha
      Pages 351-362
    3. Huimin Guo, Fujin He, Xin Cheng, Xinghao Ding, Yue Huang
      Pages 363-370
    4. P. Meghashyam, V. Susheela Devi
      Pages 380-387
    5. Han Hu, Qiuyuan Chen, Zhaoyi Liu
      Pages 388-396
    6. Yun-Hao Yuan, Li Zhu, Yun Li, Jipeng Qiang, Bin Li, Jianping Gou et al.
      Pages 406-413
    7. Bencheng Yan, Shenglei Huang
      Pages 414-422

Other volumes

  1. Neural Information Processing
    26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV
  2. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part V
  3. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part I
  4. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part II
  5. 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part III

About these proceedings

Introduction

The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019.

For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.

Keywords

artificial intelligence computer networks computer systems computer vision deep learning education engineering human-computer interaction image processing image reconstruction image segmentation internet learning machine learning neural networks pattern recognition robotics semantics signal processing

Editors and affiliations

  1. 1.Australian National UniversityCanberraAustralia
  2. 2.Murdoch UniversityMurdochAustralia
  3. 3.Kyungpook National UniversityDaeguKorea (Republic of)

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-36808-1
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-36807-4
  • Online ISBN 978-3-030-36808-1
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site