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Intelligent Computers, Algorithms, and Applications

Third BenchCouncil International Symposium, IC 2023, Sanya, China, December 3–6, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

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Editors:
  1. Christophe Cruz

    1. Université de Bourgogne, Dijon, France

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  2. Yanchun Zhang

    1. Victoria University, Melbourne, Australia

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    You can also search for this editor in PubMed   Google Scholar

  3. Wanling Gao

    1. Chinese Academy of Sciences, Beijing, China

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 2036)

Included in the following conference series:

Conference proceedings info: IC 2023.

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About this book

This book constitutes the proceedings of the Third BenchCouncil International Symposium on Intelligent Computers, Algorithms, and Applications, IC 2023, which took place in Sanya, China, in December 2023. 
The 18 full papers and 8 short papers included in this book were carefully reviewed and selected from 50 submissions. They were organized in topical sections as follows: AI Algorithms and Systems; AI for Ocean science and engineering; AI in finance; AI for education; AI for materials science and engineering; AI for medicine; AI for civil aviation; AI for high energy physics; AI for law.

Keywords

Table of contents (26 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. AI Algorithms and Systems

    1. Front Matter

      Pages 1-1
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    2. Efficient and Scalable Kernel Matrix Approximations Using Hierarchical Decomposition

      • Keerthi Gaddameedi, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz
      Pages 3-16

    3. Second-Order Gradient Loss Guided Single-Image Super-Resolution

      • Shuran Lin, Chunjie Zhang, Yanwu Yang
      Pages 17-28

    4. The Implementation and Optimization of FFT Calculation Based on the MT-3000 Chip

      • Dong Cheng, Guilan Li, Aochuang Song, Bangjian Xu
      Pages 29-40

    5. EDFI: Endogenous Database Fault Injection with a Fine-Grained and Controllable Method

      • Haojia Huang, Pengfei Chen, GuangBa Yu
      Pages 41-60

  3. AI for Ocean Science and Engineering

    1. Front Matter

      Pages 61-61
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    2. Diffusion Probabilistic Models for Underwater Image Super-Resolution

      • Kai Wang, Guoqiang Zhong
      Pages 63-74

    3. Classification Method for Ship-Radiated Noise Based on Joint Feature Extraction

      • Libin Du, Mingyang Liu, Zhichao Lv, Zhengkai Wang, Lei Wang, Gang Wang
      Pages 75-90

  4. AI in Finance

    1. Front Matter

      Pages 91-91
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    2. Forecasting the Price of Bitcoin Using an Explainable CNN-LSTM Model

      • SiXian Chen, Zonghu Liao, Jingbo Zhang
      Pages 93-101

    3. Augmenting Bankruptcy Prediction Using Reported Behavior of Corporate Restructuring

      • Xinlin Wang, Mats Brorsson
      Pages 102-121

  5. AI for Education

    1. Front Matter

      Pages 123-123
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    2. A New Dataset and Method for Creativity Assessment Using the Alternate Uses Task

      • Luning Sun, Hongyi Gu, Rebecca Myers, Zheng Yuan
      Pages 125-138

  6. AI for Materials Science and Engineering

    1. Front Matter

      Pages 139-139
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    2. Convolutional Graph Neural Networks for Predicting Enthalpy of Formation in Intermetallic Compounds Using Continuous Filter Convolutional Layers

      • Zongxiao Jin, Yu Su, Jun Li, Huiwen Yang, Jiale Li, Huaqing Fu et al.
      Pages 141-152

    3. Predicting Li Transport Activation Energy with Graph Convolutional Neural Network

      • Siqi Shi, Hailong Lin, Linhan Wu, Zhengwei Yang, Maxim Avdeev, Yue Liu
      Pages 153-164

  7. AI for Medicine

    1. Front Matter

      Pages 165-165
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    2. KGCN-DDA: A Knowledge Graph Based GCN Method for Drug-Disease Association Prediction

      • Hongyu Kang, Li Hou, Jiao Li, Qin Li
      Pages 167-173

    3. Machine Learning for Time-to-Event Prediction and Survival Clustering: A Review from Statistics to Deep Neural Networks

      • Jinyuan Luo, Linhai Xie, Hong Yang, Xiaoxia Yin, Yanchun Zhang
      Pages 174-192
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Other volumes

  1. Intelligent Computers, Algorithms, and Applications

Editors and Affiliations

  • Université de Bourgogne, Dijon, France

    Christophe Cruz

  • Victoria University, Melbourne, Australia

    Yanchun Zhang

  • Chinese Academy of Sciences, Beijing, China

    Wanling Gao

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