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Advanced Intelligent Computing Technology and Applications

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

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. De-Shuang Huang

    1. Eastern Institute of Technology, Ningbo, China

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  2. Wei Chen

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

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  3. Qinhu Zhang

    1. Eastern Institute of Technology, Ningbo, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14874)

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 (42 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. LeadRec: Towards Personalized Sequential Recommendation via Guided Diffusion

      • Weidong Wang, Yan Tang, Kun Tian
      Pages 3-15

    3. Anomaly Detection Method for Multivariate Time Series Data Based on BLTranAD

      • Chuanlei Zhang, Songlin Wu, Ming Gao, Yubo Li, Gongcheng Shi, Yicong Li et al.
      Pages 16-26

    4. MANet: A Mining and Analysis Method of Air Pollutants Transmission Path Network

      • Chen Song, Wenhu Hao, Weiping Long, Xiankun Zhang, Kaixuan Shan, Hanyan Qin
      Pages 27-37

    5. HRMNN: Heterogeneous Relationship Mined Graph Neural Network

      • Qianyi Zhan, Jing Wang, Ying Li, Zhenping Xie, Yuan Liu
      Pages 38-48

    6. Knowledge Completion Method Based on Relational Embedding with GNN

      • Yu Chen, Zhuang Yin, Honghong Tan, Xiaoli Lin
      Pages 49-58

    7. An Influence Blocking Maximization Algorithm Based on Community Division in Social Networks

      • Wei Liu, Zhen Guo, Ling Chen, Jie He
      Pages 59-70

    8. Research on Feature Selection Methods Based on Feature Clustering and Information Theory

      • Wenhui Wang, Changyin Zhou
      Pages 71-82

    9. A Redundant Relation Reduced Bidirectional Extraction Framework Based on SpanBERT for Relational Triple Extraction

      • Hongrui Zhang, Ji Xiang, Xiaobo Guo, Lei Wang, Xin Wang
      Pages 83-95

    10. FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models

      • Huaiwen Zhang, Yu Chen, Ming Wang, Shi Feng
      Pages 96-107

    11. BACP: Bayesian Augmented CP Factorization for Traffic Data Imputation

      • Rongping Huang, Wenwu Gong, Jiaxin Lu, Zhejun Huang, Lili Yang
      Pages 108-120

    12. Improving Zero-Shot Stance Detection by Infusing Knowledge from Large Language Models

      • Mengzhuo Guo, Xiaorui Jiang, Yong Liao
      Pages 121-132

    13. Robust Cyberbullying Detection in Diverse Textual Noise

      • Yu Yan, Junxia Zhou, Zhe Wang, Dechun Yin
      Pages 133-145

    14. AVPS: Automatic Vertical Partitioning for Dynamic Workload

      • Pengju Liu, Pan Cai, Cuiping Li, Hong Chen
      Pages 146-157

    15. Multi-granularity Histories Merging Network for Temporal Knowledge Graph Reasoning

      • Shihao Liu, Xiaofei Zhou
      Pages 158-169

    16. EntroMAGNN: An Entropy-Driven Metapath-Based Graph Neural Network for Maritime Emergency Event Prediction

      • Wei Liu, Tong Xin
      Pages 170-186

    17. Rumor Detection with News Environment Enhanced Propagation Structure

      • Yang Wu, Yanqiang Zhang, Zhen Xu, Qian Tan, Yan Zhang, Pengwei Zhan
      Pages 187-198

    18. HEAMWalk: Heterogeneous Network Embedding Based on Attribute Combined Multi-view Random Walks

      • Xiangtao Chen, Shurui Fang, Ying Wang, Linghan Li, Xinguo Lu
      Pages 199-211

    19. Spatial-Temporal Dependency Based Multivariate Time Series Anomaly Detection for Industrial Processes

      • Qi Sun, Yahui Li, Zhenpeng Hu, Chunjie Zhou, Lu Liu
      Pages 212-223
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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, Qinhu 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 XIII

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

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-97-5618-6

  • 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: 978-981-97-5617-9Published: 02 August 2024

  • eBook ISBN: 978-981-97-5618-6Published: 01 August 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVIII, 519

  • Number of Illustrations: 41 b/w illustrations, 174 illustrations in colour

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

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