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Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence

35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Kitakyushu, Japan, July 19–22, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Hamido Fujita

    1. i-SOMET, Inc., Morioka-shi, Iwate, Japan

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  2. Philippe Fournier-Viger

    1. College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

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  3. Moonis Ali

    1. Texas State University, San Marcos, USA

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  4. Yinglin Wang

    1. Shanghai University of Finance and Economics, Shanghai, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13343)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2022.

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Table of contents (78 papers)

  1. Front Matter

    Pages i-xix
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  2. Industrial Applications

    1. Front Matter

      Pages 1-1
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    2. Comparative Study of Methods for the Real-Time Detection of Dynamic Bottlenecks in Serial Production Lines

      • Nikolai West, Jörn Schwenken, Jochen Deuse
      Pages 3-14

    3. Ultra-short-Term Load Forecasting Model Based on VMD and TGCN-GRU

      • Meirong Ding, Hang Zhang, Biqing Zeng, Gaoyan Cai, Yuan Chai, Wensheng Gan
      Pages 15-28

    4. Learning to Match Product Codes

      • Ying Excell, Sebastian Link
      Pages 29-41

    5. ResUnet: A Fully Convolutional Network for Speech Enhancement in Industrial Robots

      • Yangyi Pu, Hongyang Yu
      Pages 42-50

    6. Surface Defect Detection and Classification Based on Fusing Multiple Computer Vision Techniques

      • Min Zhu, Bingqing Shen, Yan Sun, Chongyu Wang, Guoxin Hou, Zhijie Yan et al.
      Pages 51-62

    7. Development of a Multiagent Based Order Picking Simulator for Optimizing Operations in a Logistics Warehouse

      • Takuto Sakuma, Minami Watanabe, Koya Ihara, Shohei Kato
      Pages 63-73

  3. Health Informatics

    1. Front Matter

      Pages 75-75
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    2. Predicting Infection Area of Dengue Fever for Next Week Through Multiple Factors

      • Cong-Han Zheng, Ping-Yu Hsu, Ming-Shien Cheng, Ni Xu, Yu-Chun Chen
      Pages 77-88

    3. Hospital Readmission Prediction via Personalized Feature Learning and Embedding: A Novel Deep Learning Framework

      • Yuxi Liu, Shaowen Qin
      Pages 89-100

    4. Intelligent Medical Interactive Educational System for Cardiovascular Disease

      • Sheng-Shan Chen, Hou-Tsan Lee, Tun-Wen Pai, Chao-Hung Wang
      Pages 101-111

    5. Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification

      • Hassen Louati, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said
      Pages 112-123

    6. An Oriented Attention Model for Infectious Disease Cases Prediction

      • Peisong Zhang, Zhijin Wang, Guoqing Chao, Yaohui Huang, Jingwen Yan
      Pages 124-136

    7. The Differential Gene Detecting Method for Identifying Leukemia Patients

      • Mingzhao Wang, Weiliang Jiang, Juanying Xie
      Pages 137-146

    8. Epidemic Modeling of the Spatiotemporal Spread of COVID-19 over an Intercity Population Mobility Network

      • Yuxi Liu, Shaowen Qin, Zhenhao Zhang
      Pages 147-159

    9. Skin Cancer Classification Using Different Backbones of Convolutional Neural Networks

      • Anh T. Huynh, Van-Dung Hoang, Sang Vu, Trong T. Le, Hien D. Nguyen
      Pages 160-172

    10. Cardiovascular Disease Detection on X-Ray Images with Transfer Learning

      • Nguyen Van-Binh, Nguyen Thai-Nghe
      Pages 173-183

    11. Causal Reasoning Methods in Medical Domain: A Review

      • Xing Wu, Jingwen Li, Quan Qian, Yue Liu, Yike Guo
      Pages 184-196

  4. Optimization

    1. Front Matter

      Pages 197-197
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Other volumes

  1. Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence

Keywords

About this book

This book constitutes the thoroughly refereed proceedings of the 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, held in Kitakyushu, Japan, in July 2022.

The 67 full papers and 11 short papers presented were carefully reviewed and selected from 127 submissions. The IEA/AIE 2022 conference focuses on focuses on applications of applied intelligent systems to solve real-life problems in all areas including business and finance, science, engineering, industry, cyberspace, bioinformatics, automation, robotics, medicine and biomedicine, and human-machine interactions.

Editors and Affiliations

  • i-SOMET, Inc., Morioka-shi, Iwate, Japan

    Hamido Fujita

  • College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

    Philippe Fournier-Viger

  • Texas State University, San Marcos, USA

    Moonis Ali

  • Shanghai University of Finance and Economics, Shanghai, China

    Yinglin Wang

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