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Smart Grid and Internet of Things

6th EAI International Conference, SGIoT 2022, TaiChung, Taiwan, November 19-20, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Der-Jiunn Deng

    1. National Changhua University of Education, Changhua City, Taiwan

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  2. Han-Chieh Chao

    1. National Dong Hwa University, Hualien City, Taiwan

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  3. Jyh-Cheng Chen

    1. National Yang Ming Chiao Tung University, Hsinchu, Taiwan

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Conference proceedings info: SGIoT 2022.

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
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  2. IoT, Communication Security, Data Mining or Big Data

    1. Front Matter

      Pages 1-1
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    2. Research on Information Platform of University Performance Appraisal Based on Big Data Collection Based on Internet of Things Technology

      • Shuo Huang
      Pages 3-19

    3. The Impact of Disposal Effects Generated by Internet of Things Technology on Quantitative Investment

      • Qiong Wang
      Pages 20-27

    4. A Survey on IoT Modules: Architecture, Key Technologies and Future Directions

      • Yifan Gao, Rong Chai
      Pages 28-39

    5. The Calibration of Inspection Data on Juvenile Theft Cases in 5G Context and IOT Age

      • Cheng-yong Liu, Zhi-xin Wang, Hui-lin Liang, Xiu-Wen Ye
      Pages 40-47

    6. A Cross-Domain Authentication Scheme Based Master-Slave Chain in Edge Computing

      • Zhiyuan Li, Zhenjiang Zhang
      Pages 48-57

    7. Balance of Interests: The Legal Path of Data Circulation and Utilization in the Internet of Things Era

      • Shen Xie, Cheng Chen
      Pages 58-64

    8. Hybrid AI-Based iBeacon Indoor Positioning Cybersecurity Attacks and Defenses Thereof

      • Fang-Yie Leu, Chi-Jan Huang, Cheng-Jan Chi, Wei-Tzu Hung
      Pages 65-71

    9. Digital Transformation Application of Precision Industrial Quotation System

      • Wen-Hsing Kao, Yi-Mei Zeng, Zi-Ying Nian, Rung-Shiang Cheng
      Pages 72-82

    10. Balance Between Data Circulation and Personal Information Protection

      • Shen Xie, Cheng Chen
      Pages 83-88

  3. Artificial Intelligence, Machine Leaning, Deep Learning and Neural Network

    1. Front Matter

      Pages 89-89
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    2. Combined Short-Term Load Forecasting Method Based on HHT

      • Yuan Zhang, Shu Xia, Chihao Chen, Fan Yang, Xing He
      Pages 91-101

    3. Research on Edge Computing Offloading Based on Reinforcement Learning in Multi-user Scenarios

      • Zi-Hang Yu, Jian-Jun Zeng, Sai Liu, Zhen-Jiang Zhang
      Pages 102-112

    4. Design of Malicious Code Detection System Based on Convolutional Neural Network

      • Yumeng Wu, Jianjun Zeng, Zhenjiang Zhang, Wei Li, Zhiyuan Zhang, Yang Zhang
      Pages 113-124

    5. Comprehensive Task Priority Queue for Resource Allocation in Vehicle Edge Computing Network Based on Deep Reinforcement Learning

      • Zhaonian Li, Changxiang Chen, ZhenJiang Zhang
      Pages 125-132

    6. Applying the Shapley Value Method to Predict Mortality in Liver Cancer Based on Explainable AI

      • Lun-Ping Hung, Chong-Huai Xu, Ching-Sheng Wang, Chien-Liang Chen
      Pages 133-143

    7. Face Emotion Expression Recognition Using DLIB Model and Convolutional Neural Network Approach for Supporting Online Learning

      • Rita Wiryasaputra, Chin-Yin Huang, Jimmy Juliansyah, Chao-Tung Yang
      Pages 144-149

    8. Image Classification for Smoke and Flame Recognition Using CNN and Transfer Learning on Edge Device

      • Endah Kristiani, Yi-Chun Chen, Chao-Tung Yang, Chia-Hsin Li
      Pages 150-158

  4. WLAN, Wireless Internet and 5G

    1. Front Matter

      Pages 159-159
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  1. Smart Grid and Internet of Things

Keywords

About this book

This book constitutes the refereed proceedings of the 6th EAI International Conference on Smart Grid and Internet of Things, SGIoT 2022, held in TaiChung, Taiwan, in November 19-20, 2022.

The 33 regular papers presented were carefully reviewed and selected from 96 submissions. The papers cover a broad range of topics in wireless sensor, vehicular ad hoc networks, security, deep learning and big data. The papers are organized in subject areas as follows: IoT, Communication Security, Data Mining or Big Data; Artificial Intelligence, Machine Leaning, Deep Learning and Neural Network; WLAN, Wireless Internet and 5G; Protocol, Algorithm, Services and Applications.

Editors and Affiliations

  • National Changhua University of Education, Changhua City, Taiwan

    Der-Jiunn Deng

  • National Dong Hwa University, Hualien City, Taiwan

    Han-Chieh Chao

  • National Yang Ming Chiao Tung University, Hsinchu, Taiwan

    Jyh-Cheng Chen

Bibliographic Information

  • Book Title: Smart Grid and Internet of Things

  • Book Subtitle: 6th EAI International Conference, SGIoT 2022, TaiChung, Taiwan, November 19-20, 2022, Proceedings

  • Editors: Der-Jiunn Deng, Han-Chieh Chao, Jyh-Cheng Chen

  • Series Title: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

  • DOI: https://doi.org/10.1007/978-3-031-31275-5

  • Publisher: Springer Cham

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

  • Copyright Information: ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2023

  • Softcover ISBN: 978-3-031-31274-8Published: 01 May 2023

  • eBook ISBN: 978-3-031-31275-5Published: 30 April 2023

  • Series ISSN: 1867-8211

  • Series E-ISSN: 1867-822X

  • Edition Number: 1

  • Number of Pages: XIV, 384

  • Number of Illustrations: 45 b/w illustrations, 146 illustrations in colour

  • Topics: Computer Communication Networks

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