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Advanced Intelligent Computing Technology and Applications

19th International Conference, ICIC 2023, Zhengzhou, China, August 10–13, 2023, Proceedings, Part IV

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. De-Shuang Huang

    1. Department of Computer Science, Eastern Institute of Technology, Zhejiang, China

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  2. Prashan Premaratne

    1. University of Wollongong, North Wollongong, Australia

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  3. Baohua Jin

    1. Zhengzhou University of Light Industry, Zhengzhou, China

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  4. Boyang Qu

    1. Zhong Yuan University of Technology, Zhengzhou, China

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  5. Kang-Hyun Jo

    1. University of Ulsan, Ulsan, Korea (Republic of)

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  6. Abir Hussain

    1. Department of Computer Science, Liverpool John Moores University, Liverpool, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14089)

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

Included in the following conference series:

Conference proceedings info: ICIC 2023.

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Table of contents (68 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Ponzi Scheme Identification of Smart Contract Based on Multi Feature Fusion

      • Xiaoxiao Jiang, Mingdong Xie, Shulin Wang, Sheng Yang
      Pages 3-14

    3. An Adaptive Method for Generating the Traffic State Thresholds on Road Networks

      • Jiacheng Wu, Wang Zhu, Jianli Xiao
      Pages 15-26

    4. RNL: A Robust and Highly-Efficient Model for Time-Aware Web Service QoS Prediction

      • Jiajia Mi, Hao Wu
      Pages 27-39

    5. A Time-Aware Graph Attention Network for Temporal Knowledge Graphs Reasoning

      • Shuxin Cao, Chengwei Liu, Xiaoxu Zhu, Peifeng Li
      Pages 40-51

    6. Multivariate Time Series Anomaly Detection Method Based on mTranAD

      • Chuanlei Zhang, Yicong Li, Jie Li, Guixi Li, Hui Ma
      Pages 52-63

    7. Proximal Symmetric Non-negative Latent Factor Analysis: A Novel Approach to Highly-Accurate Representation of Undirected Weighted Networks

      • Yurong Zhong, Zhe Xie, Weiling Li, Xin Luo
      Pages 64-76

    8. Information Extraction System for Invoices and Receipts

      • QiuXing Michelle Tan, Qi Cao, Chee Kiat Seow, Peter Chunyu Yau
      Pages 77-89

    9. Missing Data Analysis and Soil Compressive Modulus Estimation via Bayesian Evolutionary Trees

      • Wenchao Zhang, Peixin Shi, Xiaoqi Zhou, Pengjiao Jia
      Pages 90-100

    10. Music Emotion Recognition Using Multi-head Self-attention-Based Models

      • Yao Xiao, Haoxin Ruan, Xujian Zhao, Peiquan Jin, Xuebo Cai
      Pages 101-114

    11. Deep Reinforced Active Learning for Time Series Anomaly Detection

      • Haojie Li, Hongzuo Xu, Wei Peng
      Pages 115-128

    12. Dynamic Label Propagation Density Peak Clustering Based on the Tissue-Like P Systems

      • Qing Du, Xiyu Liu
      Pages 129-140

    13. TAP-AHGNN: An Attention-Based Heterogeneous Graph Neural Network for Service Recommendation on Trigger-Action Programming Platform

      • Zijun Huang, Jiangfeng Li, Huijuan Zhang, Chenxi Zhang, Gang Yu
      Pages 141-152

    14. Online Unsupervised Anomaly Detection in Stream Data with Spiking Neural Networks Using Dynamic Scoring

      • Yaling Li, Jintian Ge
      Pages 153-164

    15. Research on Double Input Electric Load Forecasting Model Based on Feature Fusion

      • Zi Wang, Tao Zhang, Sheng Zeng, Bing Wang
      Pages 165-175

  3. Machine Learning

    1. Front Matter

      Pages 177-177
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    2. K-means Based Transfer Learning Algorithm

      • Yuanyuan Du, Bo Li, Zhonghua Quan
      Pages 179-190

    3. HSIC Induced LncRNA Feature Selection

      • Anjie Guo, Bo Li
      Pages 191-200

    4. 2D-DLPP Algorithm Based on SPD Manifold Tangent Space

      • Xiaohang Li, Bo Li, Zonghui Wang
      Pages 201-212
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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

Keywords

About this book

This three-volume set of LNCS 14086, LNCS 14087 and LNCS 14088 constitutes - in conjunction with the double-volume set LNAI 14089-14090- the refereed proceedings of the 19th International Conference on Intelligent Computing, ICIC 2023, held in Zhengzhou, China, in August 2023.

The 337 full papers of the three proceedings volumes were carefully reviewed and selected from 828 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.

Editors and Affiliations

  • Department of Computer Science, Eastern Institute of Technology, Zhejiang, China

    De-Shuang Huang

  • University of Wollongong, North Wollongong, Australia

    Prashan Premaratne

  • Zhengzhou University of Light Industry, Zhengzhou, China

    Baohua Jin

  • Zhong Yuan University of Technology, Zhengzhou, China

    Boyang Qu

  • University of Ulsan, Ulsan, Korea (Republic of)

    Kang-Hyun Jo

  • Department of Computer Science, Liverpool John Moores University, Liverpool, UK

    Abir Hussain

Bibliographic Information

  • Book Title: Advanced Intelligent Computing Technology and Applications

  • Book Subtitle: 19th International Conference, ICIC 2023, Zhengzhou, China, August 10–13, 2023, Proceedings, Part IV

  • Editors: De-Shuang Huang, Prashan Premaratne, Baohua Jin, Boyang Qu, Kang-Hyun Jo, Abir Hussain

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-981-99-4752-2

  • 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. 2023

  • Softcover ISBN: 978-981-99-4751-5Published: 31 July 2023

  • eBook ISBN: 978-981-99-4752-2Published: 30 July 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XX, 841

  • Number of Illustrations: 128 b/w illustrations, 232 illustrations in colour

  • Topics: Artificial Intelligence, Computational Intelligence

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