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Intelligent Information Processing XI

12th IFIP TC 12 International Conference, IIP 2022, Qingdao, China, May 27–30, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Zhongzhi Shi

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  2. Jean-Daniel Zucker

    1. IRD, Sorbonne University, Bondy, France

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    You can also search for this editor in PubMed   Google Scholar

  3. Bo An

    1. Nanyang Technological University, Singapore, Singapore

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 643)

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Conference proceedings info: IIP 2022.

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Table of contents (43 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Machine Learning

    1. Front Matter

      Pages 1-1
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    2. An AdaBoost Based - Deep Stochastic Configuration Network

      • Chenglong Zhang, Shifei Ding, Ling Ding
      Pages 3-14

    3. Comparative Study of Chaos-Embedded Particle Swarm Optimization

      • Dongping Tian, Bingchun Li, Chen Liu, Haiyan Li, Ling Yuan
      Pages 15-29

    4. A Novel Feature Selection Algorithm Based on Aquila Optimizer for COVID-19 Classification

      • Ling Li, Jeng-Shyang Pan, Zhongjie Zhuang, Shu-Chuan Chu
      Pages 30-41

    5. Inductive Light Graph Convolution Network for Text Classification Based on Word-Label Graph

      • Jinze Shi, Xiaoming Wu, Xiangzhi Liu, Wenpeng Lu, Shu Li
      Pages 42-55

    6. Sparse Subspace Clustering Based on Adaptive Parameter Training

      • Kexuan Zhu, Min Li
      Pages 56-64

    7. A Hybrid Multi-objective Optimization Algorithm with Improved Neighborhood Rough Sets for Feature Selection

      • Tao Li, Jiucheng Xu, Meng Yuan, Zhigang Gao
      Pages 65-79

    8. Augmenting Convolution Neural Networks by Utilizing Attention Mechanism for Knowledge Tracing

      • Meng Zhang, Liang Chang, Tieyuan Liu, Chen Wei
      Pages 80-86

  3. Data Mining

    1. Front Matter

      Pages 87-87
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    2. Interactive Mining of User-Preferred Co-location Patterns Based on SVM

      • Yuxiang Zhang, Xuguang Bao, Liang Chang, Tianlong Gu
      Pages 89-100

    3. Classification Between Rumors and Explanations of Rumors Based on Common and Difference Subsequences of Sentences

      • Xiaoping Sun, Junsheng Zhang, Yufei Sang
      Pages 101-113

    4. Double-Channel Multi-layer Information Fusion for Text Matching

      • Guoxi Zhang, Yongquan Dong, Huafeng Chen
      Pages 114-123

    5. Augmenting Context Representation with Triggers Knowledge for Relation Extraction

      • En Li, Shumin Shi, Zhikun Yang, He Yan Huang
      Pages 124-135

    6. Does Large Pretrained Dataset Always Help? On the Effect of Dataset Size on Big Transfer Model

      • Xue Li, Kai Jiang, Qiang Duan, Rui Li, Yang Tian, Qibin Chen et al.
      Pages 136-147

    7. Using Multi-level Attention Based on Concept Embedding Enrichen Short Text to Classification

      • Ben You, XiaoHong Li, QiXuan Peng, RuiHong Li
      Pages 148-155

  4. Multiagent Systems

    1. Front Matter

      Pages 157-157
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    2. Pre-loaded Deep-Q Learning

      • Tristan Falck, Elize Ehlers
      Pages 159-172

    3. Resource Scheduling for Human-Machine Collaboration in Multiagent Systems

      • Yifeng Zhou, Kai Di, Zichen Dong, Yichuan Jiang
      Pages 173-184

  5. Social Computing

    1. Front Matter

      Pages 185-185
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Keywords

About this book

This book constitutes the refereed proceedings of the 12th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2022, held in Qingdao, China, in July 2022.

 

The 37 full papers and 6 short papers presented were carefully reviewed and selected from 57 submissions. They are organized in topical sections on Machine Learning, Data Mining, Multiagent Systems, Social Computing, Blockchain Technology, Game Theory and Emotion, Pattern Recognition, Image Processing and Applications.


Editors and Affiliations

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Zhongzhi Shi

  • IRD, Sorbonne University, Bondy, France

    Jean-Daniel Zucker

  • Nanyang Technological University, Singapore, Singapore

    Bo An

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