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Advanced Intelligent Computing Technology and Applications

20th International Conference, ICIC 2024, Tianjin, China, August 5–8, 2024, Proceedings, Part IV

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. De-Shuang Huang

    1. Eastern Institute of Technology, Ningbo, China

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  2. Chuanlei Zhang

    1. Tianjin University of Science and Technology, Tianjin, China

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    You can also search for this editor in PubMed   Google Scholar

  3. Wei Chen

    1. China University of Mining and Technology, Xuzhou, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14865)

Included in the following conference series:

Conference proceedings info: ICIC 2024.

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About this book

This 13-volume set LNCS 14862-14874 constitutes - in conjunction with the 6-volume set LNAI 14875-14880 and the two-volume set LNBI 14881-14882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024.

The total of 863 regular papers were carefully reviewed and selected from 2189 submissions.

This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was "Advanced Intelligent Computing Technology and Applications". Papers that focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Keywords

Table of contents (41 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Neural Networks

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Multi-mode Graph Attention-Based Anomaly Detection on Attributed Networks

      • Yanjun Lu, Haonan Liu, Xiaoqin Zhang, Jionghua Yang, Luhua Feng
      Pages 3-12

    3. A Hierarchical Multi-scale Cortical Learning Algorithm for Time Series Forecasting

      • Dejiao Niu, Jie Jiang, Tao Cai, Lei Li, Xuewen Xia
      Pages 13-24

    4. Knowledge Tracing with Contrastive Learning and Attention-Based Long Short-Term Memory Network

      • Liancheng Xu, Lihua Guo, Xiaoqi Wu, Xinhua Wang, Lei Guo
      Pages 25-36

    5. Multi-label Classification for Concrete Defects Based on EfficientNetV2

      • Anan Che, Cheng Wang, Kun Lu, Tao Tao, Wenyan Wang, Bing Wang
      Pages 37-48

    6. 3D Convolution Channel Compression for Stereo Matching

      • Tengfei Wang, Yang Lu, Zhou Zhang, Xing Wei, Zhen Wei
      Pages 49-61

    7. Designing Real-Time Neural Networks by Efficient Neural Architecture Search

      • Zitong Bo, Yilin Li, Ying Qiao, Chang Leng, Hongan Wang
      Pages 62-73

    8. Uncertainty-Driven Multi-scale Feature Fusion Network for Real-Time Image Deraining

      • Ming Tong, Xuefeng Yan, Yongzhen Wang
      Pages 74-85

    9. RAY-Net: A Motorcycle Helmet Detection Method Integrated Auxiliary Correction

      • Zhiqiang Liu, Zhiguang Wang, Xiaoxue Li, Liuyu Zhu, Siying Hu, Qiang Lu
      Pages 86-98

    10. Augmented Fuzzy Min-Max Neural Network Driven to Preprocessing Techniques and Space Search Optimization Algorithm

      • Mingjie Gao, Wei Huang
      Pages 99-110

    11. Building Change Detection Based on Fully Convolutional Network in High-Resolution Remote Sensing Images

      • Wei Wang, Luocheng Xia, Xin Wang
      Pages 111-123

    12. Optimization of NUMA Aware DNN Computing System

      • Xiaoxiang Fang, Pan Dong, Jun Luo, Leilei Li, Yan Ding, Zhe Jiang
      Pages 124-136

    13. Pest-YOLO: A Lightweight Pest Detection Model Based on Multi-level Feature Fusion

      • Xiaoyue Zhu, Bing Jia, Baoqi Huang, Haodong Li, Xiaohao Liu, Winston K. G. Seah
      Pages 137-148

    14. Enhanced Tiny Object Detection in Aerial Images

      • Tianyi Fu, Benyi Yang, Hongbin Dong, Baosong Deng
      Pages 149-161

    15. Strategic Reparameterization for Enhanced Inference in Imperfect Information Games: A Neural Network Approach

      • Derun Ai, Tingzhen Liu, Guifei Jiang, Yuzhi Zhang, Yimin Ma
      Pages 162-173

    16. TSMGAN-II: Generative Adversarial Network Based on Two-Stage Mask Transformer and Information Interaction for Speech Enhancement

      • Lianxin Lin, Yaowen Li, Haizhou Wang
      Pages 174-185

    17. Prompt-Based Event Temporal Relation Extraction with Contrastive Learning

      • You Chen, Tao Wang, Lianglun Cheng, Chong Chen
      Pages 186-198

    18. Subdomain Adaption Network Combining Cosine Distance and Angle Margin

      • Xuhao Gong, Bo Li, Jiaming Yu
      Pages 199-209

    19. Self-attention-Based Dual-Branch Person Re-identification

      • Peng Gao, Xiao Yue, Wei Chen, Dufeng Chen, Li Wang, Tingxiu Zhang
      Pages 210-219
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Other volumes

  1. Advanced Intelligent Computing Technology and Applications

  2. Advanced Intelligent Computing Technology and Applications

  3. Advanced Intelligent Computing Technology and Applications

  4. Advanced Intelligent Computing Technology and Applications

  5. Advanced Intelligent Computing Technology and Applications

  6. Advanced Intelligent Computing Technology and Applications

  7. Advanced Intelligent Computing Technology and Applications

  8. Advanced Intelligent Computing Technology and Applications

  9. Advanced Intelligent Computing Technology and Applications

  10. Advanced Intelligent Computing Technology and Applications

  11. Advanced Intelligent Computing Technology and Applications

  12. Advanced Intelligent Computing Technology and Applications

  13. Advanced Intelligent Computing Technology and Applications

  14. Advanced Intelligent Computing Technology and Applications

  15. Advanced Intelligent Computing Technology and Applications

  16. Advanced Intelligent Computing Technology and Applications

  17. Advanced Intelligent Computing Technology and Applications

  18. Advanced Intelligent Computing Technology and Applications

  19. Advanced Intelligent Computing Technology and Applications

  20. Advanced Intelligent Computing in Bioinformatics

  21. Advanced Intelligent Computing in Bioinformatics

Editors and Affiliations

  • Eastern Institute of Technology, Ningbo, China

    De-Shuang Huang

  • Tianjin University of Science and Technology, Tianjin, China

    Chuanlei Zhang

  • China University of Mining and Technology, Xuzhou, China

    Wei Chen

Bibliographic Information

  • Book Title: Advanced Intelligent Computing Technology and Applications

  • Book Subtitle: 20th International Conference, ICIC 2024, Tianjin, China, August 5–8, 2024, Proceedings, Part IV

  • Editors: De-Shuang Huang, Chuanlei Zhang, Wei Chen

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-97-5591-2

  • 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. 2024

  • Softcover ISBN: 978-981-97-5590-5Published: 14 August 2024

  • eBook ISBN: 978-981-97-5591-2Published: 13 August 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVIII, 499

  • Number of Illustrations: 32 b/w illustrations, 185 illustrations in colour

  • Topics: Computational Intelligence, Computer Communication Networks, Machine Learning, Computer Applications

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