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Intelligent Computing Theories and Application

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

  • 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. Vitoantonio Bevilacqua

    1. Polytechnic University of Bari, Bari, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12836)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: ICIC 2021.

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Table of contents (71 papers)

  1. Front Matter

    Pages i-xxxvi
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  2. Evolutionary Computation and Learning

    1. Front Matter

      Pages 1-1
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    2. Multi-objective Optimization-Based Task Offloading and Power Control for Mobile Edge Computing

      • Yidan Chen, Xueyi Wang, Lianbo Ma, Ping Zhou
      Pages 3-17

    3. An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction

      • Cheng Tang, Zhenyu Song, Yajiao Tang, Huimei Tang, Yuxi Wang, Junkai Ji
      Pages 18-36

    4. An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem

      • Sihan Wang, Xinyu Li, Liang Gao, Lijian Wang
      Pages 37-47

    5. An Improved Teaching-Learning-Based Optimization for Multitask Optimization Problems

      • Wei Guo, Feng Zou, Debao Chen, Hui Liu, Siyu Cao
      Pages 48-58

    6. Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction

      • Laura Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba
      Pages 59-71

    7. An Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective Optimization Problems

      • Yongfeng Li, Lingjie Li, Qiuzhen Lin, Zhong Ming
      Pages 72-85

    8. KGT: An Application Mapping Algorithm Based on Kernighan–Lin Partition and Genetic Algorithm for WK-Recursive NoC Architecture

      • Hong Zhang, Xiaojun Wang
      Pages 86-101

    9. Evolutionary Algorithms for Applications of Biological Networks: A Review

      • Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao
      Pages 102-114

    10. Computational Prediction of Protein-Protein Interactions in Plants Using Only Sequence Information

      • Jie Pan, Changqing Yu, Liping Li, Zhuhong You, Zhonghao Ren, Yao Chen et al.
      Pages 115-125

  3. Image and Signal Processing

    1. Front Matter

      Pages 127-127
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    2. A Diabetic Retinopathy Classification Method Based on Novel Attention Mechanism

      • Jinfan Zou, Xiaolong Zhang, Xiaoli Lin
      Pages 129-142

    3. A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction

      • Guangyi Chen, Wenfang Xie
      Pages 143-150

    4. Hyperspectral Image Classification with Locally Linear Embedding, 2D Spatial Filtering, and SVM

      • Guang Yi Chen, Wen Fang Xie, Shen-En Qian
      Pages 151-159

    5. A Hierarchical Retrieval Method Based on Hash Table for Audio Fingerprinting

      • Tianhao Li, Maoshen Jia, Xuan Cao
      Pages 160-174

    6. Automatic Extraction of Document Information Based on OCR and Image Registration Technology

      • Shen Ran, Hu Ruoyun, Ding Qi, Jin Liangfeng
      Pages 175-185

    7. Using Simplified Slime Mould Algorithm for Wireless Sensor Network Coverage Problem

      • Yuanye Wei, Yongquan Zhou, Qifang Luo, Jian Bi
      Pages 186-200

    8. Super-Large Medical Image Storage and Display Technology Based on Concentrated Points of Interest

      • Jun Yan, Yuli Wang, Haiou Li, Weizhong Lu, Hongjie Wu
      Pages 201-208

    9. Person Re-identification Based on Hash

      • Bo Song, Xinfeng Zhang, Tianyu Zhu, Bowen Ren, Maoshen Jia
      Pages 209-222
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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: Evolutionary Computation and Learning, Image and signal Processing, Information Security, Neural Networks, Pattern Recognition Swarm Intelligence and Optimization, and Virtual Reality and Human-Computer Interaction.


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

  • Polytechnic University of Bari, Bari, Italy

    Vitoantonio Bevilacqua

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