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Neural Information Processing

28th International Conference, ICONIP 2021, Sanur, Bali, Indonesia, December 8–12, 2021, Proceedings, Part V

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Teddy Mantoro

    1. Sampoerna University, Jakarta, Indonesia

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  2. Minho Lee

    1. Kyungpook National University, Daegu, Korea (Republic of)

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  3. Media Anugerah Ayu

    1. Sampoerna University, Jakarta, Indonesia

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  4. Kok Wai Wong

    1. Murdoch University, Murdoch, Australia

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  5. Achmad Nizar Hidayanto

    1. Universitas Indonesia, Depok, Indonesia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1516)

Included in the following conference series:

Conference proceedings info: ICONIP 2021.

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About this book

The two-volume set CCIS 1516 and 1517 constitutes thoroughly refereed short papers presented at the 28th International Conference on Neural Information Processing, ICONIP 2021, held in Sanur, Bali, Indonesia, in December 2021.* The volume also presents papers from the workshop on Artificial Intelligence and Cyber Security, held during the ICONIP 2021. 

The 176 short and workshop papers presented in this volume were carefully reviewed and selected for publication out of 1093 submissions. The papers are organized in topical sections as follows: theory and algorithms; AI and cybersecurity; cognitive neurosciences; human centred computing; advances in deep and shallow machine learning algorithms for biomedical data and imaging; reliable, robust, and secure machine learning algorithms; theory and applications of natural computing paradigms; applications.

* The conference was held virtually due to the COVID-19 pandemic.

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Table of contents (89 papers)

  1. Front Matter

    Pages i-xxviii
    Download chapter PDF

  2. Theory and Algorithms

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Emoji-Based Co-Attention Network for Microblog Sentiment Analysis

      • Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Hao Liu
      Pages 3-11

    3. What Will You Tell Me About the Chart? – Automated Description of Charts

      • Karolina Seweryn, Katarzyna Lorenc, Anna Wróblewska, Sylwia Sysko-Romańczuk
      Pages 12-19

    4. Multi-Domain Adversarial Balancing for the Estimation of Individual Treatment Effect

      • Peifei Zhu, Zisheng Li, Masahiro Ogino
      Pages 20-27

    5. Exploring Self-training for Imbalanced Node Classification

      • Xin Juan, Meixin Peng, Xin Wang
      Pages 28-36

    6. Leveraging Multi-granularity Heterogeneous Graph for Chinese Electronic Medical Records Summarization

      • Rui Luo, Ye Wang, Shan Zhao, Tongqing Zhou, Zhiping Cai
      Pages 37-45

    7. Multi-objective Clustering: A Data-Driven Analysis of MOCLE, MOCK and \(\varDelta \)-MOCK

      • Adriano Kultzak, Cristina Y. Morimoto, Aurora Pozo, Marcilio C. P. de Souto
      Pages 46-54

    8. Speech Dereverberation Based on Scale-Aware Mean Square Error Loss

      • Luya Qiang, Hao Shi, Meng Ge, Haoran Yin, Nan Li, Longbiao Wang et al.
      Pages 55-63

    9. A Novel Multi-source Domain Learning Approach to Unsupervised Deep Domain Adaptation

      • Rakesh Kumar Sanodiya, Vishnu Vardhan Gottumukkala, Lakshmi Deepthi Kurugundla, Pranav Reddy Dhansri, Ravi Ranjan Prasad Karn, Leehther Yao
      Pages 64-72

    10. More Than One-Hot: Chinese Macro Discourse Relation Recognition on Joint Relation Embedding

      • Junhao Zhou, Feng Jiang, Xiaomin Chu, Peifeng Li, Qiaoming Zhu
      Pages 73-80

    11. Abstracting Inter-instance Relations and Inter-label Correlation Simultaneously for Sparse Multi-label

      • Si-ming Lian, Jian-wei Liu
      Pages 81-88

    12. L-DPSNet: Deep Photometric Stereo Network via Local Diffuse Reflectance Maxima

      • Kanghui Zeng, Chao Xu, Jing Hu, Yushi Li, Zhaopeng Meng
      Pages 89-97

    13. Multi-scale Feature Fusion Network with Positional Normalization for Single Image Dehazing

      • Bin Hu, Zhuangzhuang Yue, Yuehua Li
      Pages 98-105

    14. Multitask Model for End-to-End Event Coreference Resolution

      • Congcheng Huang, Sheng Xu, Peifeng Li, Qiaoming Zhu
      Pages 106-113

    15. Dependency Learning Graph Neural Network for Multivariate Forecasting

      • Arth Patel, Abishek Sriramulu, Christoph Bergmeir, Nicolas Fourrier
      Pages 114-123

    16. Research on Flame Detection Based on Anchor-Free Algorithm FCOS

      • Honggang Wang, Xing Wu, Jingsheng Liu, Jiangnan Li
      Pages 124-131

    17. Socializing in Interference\(:\) Quantum-Inspired Topic Model with Crystal-Like Structure Grid for Microblog Topic Detection

      • Tian Tian, Yuexian Hou, Zan Li, Tingsan Pan, Yingjie Gao
      Pages 132-140

    18. Robust Trajectory Prediction of Multiple Interacting Pedestrians via Incremental Active Learning

      • Yi Xi, Dongchun Ren, Mingxia Li, Yuehai Chen, Mingyu Fan, Huaxia Xia
      Pages 141-150

    19. Dynamic Channel Pruning for Real-Time Object Detection Networks

      • Yibo Jin, Ting Liu, Jinjie Chen, Yuzhuo Fu
      Pages 151-158
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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

Editors and Affiliations

  • Sampoerna University, Jakarta, Indonesia

    Teddy Mantoro, Media Anugerah Ayu

  • Kyungpook National University, Daegu, Korea (Republic of)

    Minho Lee

  • Murdoch University, Murdoch, Australia

    Kok Wai Wong

  • Universitas Indonesia, Depok, Indonesia

    Achmad Nizar Hidayanto

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