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Intelligent Networked Things

5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Lin Zhang

    1. Beihang University, Beijing, China

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  2. Wensheng Yu

    1. Beijing University of Posts and Telecommunications, Beijing, China

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  3. Haijun Jiang

    1. Xinjiang University, Xinjiang, China

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  4. Yuanjun Laili

    1. Beihang University, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1714)

Included in the following conference series:

Conference proceedings info: CINT 2022.

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Table of contents (45 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Access, Perception, and Prediction in Intelligent Networked Things

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Prediction of the Melt Pool Size in Single-Layer Single-Channel Selective Laser Melting Based on Neural Network

      • Yingyu Cao, Zhicheng Huang, Yuda Cao, Kai Guo, Lihong Qiao
      Pages 3-14

    3. Implementation of Underwater Vehicle Pipeline Inspection Based on Machine Vision

      • Yujian Li, Ying Liu, Qianyi Wan, Lei Bi, Xinyan Yin
      Pages 15-24

    4. Underwater Target Tracking Algorithm Based on Optical Flow

      • Xinyan Yin, Song Wu, Ying Liu, Zihang Qin, Lei Bi, Ruifeng Fan
      Pages 25-34

    5. Risk Monitoring Data Upload System for Safety Production of Hazardous Chemicals

      • Hong Yang, Ningning Zhang, Yuxiao Zhai, Yue Liu
      Pages 35-45

    6. Joint Feature Fusion Approach to Human Pose Estimation Using mmWave Radar

      • Jianxiong Zhang, Zhongping Cao, Wen Ding, Rihui Chen, Xuemei Guo, Guoli Wang
      Pages 46-57

    7. Question Answering Based on Entity-Aware Self-attention

      • Jiesong Chen, Honghui Fan, Hang Wu, Hongjin Zhu, Changyu Yang
      Pages 58-67

    8. TGNN: A GNN-Based Method with Multi-entity Node for Personal Banking Time Prediction

      • Zhikang Mo, Qixiang Shao, Likang Wu, Runlong Yu, Qi Liu, Jiexin Xu et al.
      Pages 68-79

    9. Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting

      • Weikang Chen, Yawen Li, Zhe Xue, Ang Li, Guobin Wu
      Pages 80-91

    10. Sentiment Analysis of Online Travel Reviews Based on Capsule Network and Sentiment Lexicon

      • Jia Wang, Junping Du, Yingxia Shao, Ang Li
      Pages 92-106

    11. A Sentiment Analysis Model for Car Review Texts Based on Adversarial Training and Whole Word Mask BERT

      • Xingchen Liu, Yawen Li, Yingxia Shao, Ang Li, Jian Liang
      Pages 107-121

    12. Bi-convolution Matrix Factorization Algorithm Based on Improved ConvMF

      • Peiyu Liu, Junping Du, Zhe Xue, Ang Li
      Pages 122-134

    13. A Novel Defect Detection Method for Insulators of Power Transmission Line Based on YOLOv5

      • Jianrong Cao, Shuo Shang, Ming Wang, Yuan Zhuang
      Pages 135-146

    14. Multi-objective Optimization Based Viscosity Prediction for Inks in Direct Ink Writing Numerical Simulations

      • Yongqiang Tu, Alaa Hassan, Ali Siadat, Gongliu Yang, Lihong Qiao
      Pages 147-157

    15. A Meta-learning-Based Object Detection Method for Custom Grasping in Human-Robot Collaboration

      • Song Yu, Cheng Peng, Lianyi Zhang
      Pages 158-167

    16. A Knowledge-Embedding-Based Approach for Process-Decision Knowledge Mining

      • Xinzheng Xu, Zhicheng Huang, Lihong Qiao
      Pages 168-180

    17. A Knowledge Content Matching Degree Calculation Method Supporting Process Knowledge Recommendation

      • Peilin Shao, Lihong Qiao, Zhicheng Huang
      Pages 181-191

  3. Control of Intelligent Networked Things

    1. Front Matter

      Pages 193-193
      Download chapter PDF

    2. Fault-Tolerant Control for Underwater Vehicle with Actuator Saturation and Faults

      • Hongfei Li, Jing Xu
      Pages 195-208
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Keywords

About this book

This book constitutes the refereed proceedings of the 5th China Conference on Intelligent Networked Things, CINT 2022, held in Urumqi, China, during August 7-8, 2022. 
The 45 full papers included in this book were carefully reviewed and selected from 130 submissions. They were organized in topical sections as follows: Access, Perception, and Prediction in Intelligent Networked Things, Control of Intelligent Networked Things and Modeling, Simulation and Optimization of Intelligent Networked Things.

Editors and Affiliations

  • Beihang University, Beijing, China

    Lin Zhang, Yuanjun Laili

  • Beijing University of Posts and Telecommunications, Beijing, China

    Wensheng Yu

  • Xinjiang University, Xinjiang, China

    Haijun Jiang

Bibliographic Information

  • Book Title: Intelligent Networked Things

  • Book Subtitle: 5th China Conference, CINT 2022, Urumqi, China, August 7-8, 2022, Revised Selected Papers

  • Editors: Lin Zhang, Wensheng Yu, Haijun Jiang, Yuanjun Laili

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-981-19-8915-5

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022

  • Softcover ISBN: 978-981-19-8914-8Published: 28 January 2023

  • eBook ISBN: 978-981-19-8915-5Published: 27 January 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XIII, 542

  • Number of Illustrations: 47 b/w illustrations, 180 illustrations in colour

  • Topics: Artificial Intelligence, Communications Engineering, Networks, Artificial Intelligence

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