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Intelligent Computing Theories and Application

17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part III

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. De-Shuang Huang

    1. Tongji University, Shanghai, China

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  2. Kang-Hyun Jo

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

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  3. Jianqiang Li

    1. Shenzhen University, Shenzhen, China

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  4. Valeriya Gribova

    1. Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia

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  5. Prashan Premaratne

    1. University of Wollongong, North Wollongong, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12838)

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

Included in the following conference series:

Conference proceedings info: ICIC 2021.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxii
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  2. Artificial Intelligence in Real World Applications

    1. Front Matter

      Pages 1-1
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    2. Task-Oriented Snapshot Network Construction of Stock Market

      • Jiancheng Sun, Yunfan Hu, Zhinan Wu, Huimin Niu, Si Chen
      Pages 3-11

    3. Analysis of Elimination Algorithm Based on Curve Self-intersection

      • Qingyue Bai, Junrui Yue
      Pages 12-23

    4. Towards AI-Based Reaction and Mitigation for e-Commerce - the ENSURESEC Engine

      • Marek Pawlicki, Rafał Kozik, Damian Puchalski, Michał Choraś
      Pages 24-31

    5. Arabic Light Stemmer Based on ISRI Stemmer

      • Dhafar Hamed Abd, Wasiq Khan, Khudhair Abed Thamer, Abir J. Hussain
      Pages 32-45

  3. Biomedical Informatics Theory and Methods

    1. Front Matter

      Pages 47-47
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    2. Predicting miRNA-Disease Associations via a New MeSH Headings Representation of Diseases and eXtreme Gradient Boosting

      • Bo-Ya Ji, Zhu-Hong You, Lei Wang, Leon Wong, Xiao-Rui Su, Bo-Wei Zhao
      Pages 49-56

    3. Social Media Adverse Drug Reaction Detection Based on Bi-LSTM with Multi-head Attention Mechanism

      • Xuqi Wang, Wenzhun Huang, Shanwen Zhang
      Pages 57-65

    4. HOMC: A Hierarchical Clustering Algorithm Based on Optimal Low Rank Matrix Completion for Single Cell Analysis

      • Xiaoqing Cheng, Chang Yan, Hao Jiang, Yushan Qiu
      Pages 66-76

    5. mzMD: A New Storage and Retrieval System for Mass Spectrometry Data

      • Runmin Yang, Jingjing Ma, Shu Zhang, Yu Zheng, Lusheng Wang, Daming Zhu
      Pages 77-86

    6. Drug-Target Interaction Prediction via Multiple Output Graph Convolutional Networks

      • Qing Ye, Xiaolong Zhang, Xiaoli Lin
      Pages 87-99

    7. Inversion of k-Nearest Neighbours Algorithm for Extracting SNPs Discriminating Human Populations

      • Haihua Gu, Xiaojun Ding
      Pages 100-108

    8. ComPAT: A Comprehensive Pathway Analysis Tools

      • Xiaojie Su, Chao Song, Chenchen Feng, Yu Gao, Ziyu Ning, Qiuyu Wang et al.
      Pages 109-120

    9. Incorporating Knowledge Base for Deep Classification of Fetal Heart Rate

      • Changping Ji, Min Fang, Jie Chen, Muhammad Umair Raza, Jianqiang Li
      Pages 121-131

    10. Review of Methods for Data Collection Experiments with People with Dementia and the Impact of COVID-19

      • Matthew Harper, Fawaz Ghali, Abir Hussain, Dhiya Al-Jumeily
      Pages 132-147

    11. KGRN: Knowledge Graph Relational Path Network for Target Prediction of TCM Prescriptions

      • Zhuo Gong, Naixin Zhang, Jieyue He
      Pages 148-161

    12. Challenges in Data Capturing and Collection for Physiological Detection of Dementia-Related Difficulties and Proposed Solutions

      • Matthew Harper, Fawaz Ghali, Abir Hussain, Dhiya Al-Jumeily
      Pages 162-173

    13. Exploring Multi-scale Temporal and Spectral CSP Feature for Multi-class Motion Imagination Task Classification

      • Jian-Xun Mi, Rong-Feng Li, Guo Chen
      Pages 174-184

    14. Gingivitis Detection by Wavelet Energy Entropy and Linear Regression Classifier

      • Yan Yan
      Pages 185-197
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Other volumes

  1. Intelligent Computing Theories and Application

  2. Intelligent Computing Theories and Application

  3. Intelligent Computing Theories and Application

Keywords

About this book

This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions.

 The ICIC theme unifies 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. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.”

The papers are organized in the following subsections: Artificial Intelligence in Real World Applications, Biomedical Informatics Theory and Methods, Complex Diseases Informatics, Gene Regulation Modeling and Analysis, Intelligent Computing in Computational Biology, and Protein Structure and Function Prediction.


Editors and Affiliations

  • Tongji University, Shanghai, China

    De-Shuang Huang

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

    Kang-Hyun Jo

  • Shenzhen University, Shenzhen, China

    Jianqiang Li

  • Far Eastern Branch of the Russian Academy of Sciences, Vladivostok, Russia

    Valeriya Gribova

  • University of Wollongong, North Wollongong, Australia

    Prashan Premaratne

Bibliographic Information

  • Book Title: Intelligent Computing Theories and Application

  • Book Subtitle: 17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part III

  • Editors: De-Shuang Huang, Kang-Hyun Jo, Jianqiang Li, Valeriya Gribova, Prashan Premaratne

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-84532-2

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-84531-5Published: 10 August 2021

  • eBook ISBN: 978-3-030-84532-2Published: 09 August 2021

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXII, 669

  • Number of Illustrations: 88 b/w illustrations, 186 illustrations in colour

  • Topics: Artificial Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics, Computer Applications

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