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Neural Computing for Advanced Applications

Third International Conference, NCAA 2022, Jinan, China, July 8–10, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Haijun Zhang

    1. Harbin Institute of Technology, Shenzhen, China

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  2. Yuehui Chen

    1. University of Jinan, Jinan, China

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  3. Xianghua Chu

    1. Shenzhen University, Shenzhen, China

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  4. Zhao Zhang

    1. Hefei University of Technology, Hefei, China

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  5. Tianyong Hao

    1. South China Normal University, Guangzhou, China

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  6. Zhou Wu

    1. Chongqing University, Chongqing, China

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  7. Yimin Yang

    1. Western University, London, Canada

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1637)

Included in the following conference series:

Conference proceedings info: NCAA 2022.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. TE-BiLSTM: Improved Transformer and BiLSTM on Fraudulent Phone Text Recognition

    • Hongkui Xu, Junjie Zhou, Tongtong Jiang, Jiangkun Lu, Zifeng Zhang
    Pages 1-14

  3. Cross Elitist Learning Multifactorial Evolutionary Algorithm

    • Wei Li, Haonan Luo, Lei Wang
    Pages 15-29

  4. Heterogeneous Adaptive Denoising Networks for Recommendation

    • Sichen Jin, Yijia Zhang, Mingyu Lu
    Pages 30-43

  5. Formation Control Optimization via Leader Selection for Rotor Unmanned Aerial Vehicles

    • Bu Liu, Xiangping Bryce Zhai, Bin Du, Jing Zhu
    Pages 44-55

  6. Dynamic Monitoring Method Based on Comparative Study of Power and Environmental Protection Indicators

    • Xiaojiao Liang, Chunling Ma, Chuanguo Ma, Shaofei Xin
    Pages 56-70

  7. Combustion State Recognition Method in Municipal Solid Waste Incineration Processes Based on Improved Deep Forest

    • Xiaotong Pan, Jian Tang, Heng Xia, Weitao Li, Haitao Guo
    Pages 71-84

  8. RPCA-Induced Graph Tensor Learning for Incomplete Multi-view Inferring and Clustering

    • Xingfeng Li, Yinghui Sun, Zhenwen Ren, Quansen Sun
    Pages 85-99

  9. TRUST-TECH Assisted GA-SVM Ensembles and Its Applications

    • Yong-Feng Zhang, Hsiao-Dong Chiang, Yun-Fei Qu, Xiao Zhang
    Pages 100-114

  10. An Early Prediction and Label Smoothing Alignment Strategy for User Intent Classification of Medical Queries

    • Yuyu Luo, Zhenjie Huang, Leung-Pun Wong, Choujun Zhan, Fu Lee Wang, Tianyong Hao
    Pages 115-128

  11. An Improved Partition Filter Network for Entity-Relation Joint Extraction

    • Zhenjie Huang, Likeng Liang, Xiaozhi Zhu, Heng Weng, Jun Yan, Tianyong Hao
    Pages 129-141

  12. Fast Dynamic Response Based on Active Disturbance Rejection Control of Dual Active Bridge DC-DC Converter

    • Zongfeng Zhang, Ao Fu, Guofeng Tian, Fan Gong, Rui Zhang, Yu Xing et al.
    Pages 142-153

  13. Adaptive Fuzzy Distributed Formation Tracking for Second-order Nonlinear Multi-agent Systems with Prescribed Performance

    • Binghe An, Zongzhun Zheng, Bo Wang, Huijin Fan, Lei Liu, Yongji Wang
    Pages 154-168

  14. Path Planning for Mobile Robots Based on Improved A* Algorithm

    • Yuxiang Hou, Huanbing Gao, Zijian Wang, Chuansheng Du
    Pages 169-183

  15. ML-TFN: Multi Layers Tensor Fusion Network for Affective Video Content Analysis

    • Qi Wang, Xiaohong Xiang, Jun Zhao
    Pages 184-196

  16. A Dominance-Based Many-Objective Artificial Bee Colony Algorithm

    • Tingyu Ye, Hui Wang, Tao Zeng, Zichen Wei, Shuai Wang, Hai Zhang et al.
    Pages 197-209

  17. Container Lead Seal Detection Based on Nano-CenterNet

    • Gang Zhang, Jianming Guo, Qing Liu, Haotian Wang
    Pages 210-221

  18. Backstepping Control of Air-Handling Unit for Indoor Temperature Regulation

    • Fang Shang, Yongshuai Ji, Jingdong Duan, Chengdong Li, Wei Peng
    Pages 222-234

  19. Laplacain Pair-Weight Vector Projection with Adaptive Neighbor Graph for Semi-supervised Learning

    • Yangtao Xue, Li Zhang
    Pages 235-246

  20. A Collaborators Recommendation Method Based on Multi-feature Fusion

    • Qi Yuan, Lujiao Shao, Xinyu Zhang, Xinrui Yu, Huiyue Sun, Jianghong Ma et al.
    Pages 247-261
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Other volumes

  1. Neural Computing for Advanced Applications

  2. Neural Computing for Advanced Applications

Keywords

About this book

The two-volume Proceedings set CCIS 1637 and 1638 constitutes the refereed proceedings of the Third International Conference on Neural Computing for Advanced Applications, NCAA 2022, held in Jinan, China, during July 8–10, 2022. 

The 77 papers included in these proceedings were carefully reviewed and selected from 205 submissions. These papers were categorized into 10 technical tracks, i.e., neural network theory, and cognitive sciences, machine learning, data mining, data security & privacy protection, and data-driven applications, computational intelligence, nature-inspired optimizers, and their engineering applications, cloud/edge/fog computing, the Internet of Things/Vehicles (IoT/IoV), and their system optimization, control systems, network synchronization, system integration, and industrial artificial intelligence, fuzzy logic, neuro-fuzzy systems, decision making, and their applications in management sciences, computer vision, image processing, and theirindustrial applications, natural language processing, machine translation, knowledge graphs, and their applications, Neural computing-based fault diagnosis, fault forecasting, prognostic management, and system modeling, and Spreading dynamics, forecasting, and other intelligent techniques against coronavirus disease (COVID-19).

Editors and Affiliations

  • Harbin Institute of Technology, Shenzhen, China

    Haijun Zhang

  • University of Jinan, Jinan, China

    Yuehui Chen

  • Shenzhen University, Shenzhen, China

    Xianghua Chu

  • Hefei University of Technology, Hefei, China

    Zhao Zhang

  • South China Normal University, Guangzhou, China

    Tianyong Hao

  • Chongqing University, Chongqing, China

    Zhou Wu

  • Western University, London, Canada

    Yimin Yang

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