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  • Conference proceedings
  • © 2023

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

Proceedings of the ICNC-FSKD 2022

Editors:

  1. Ning Xiong

    1. Division of Intelligent Future Technologies, Mälardalen University, Västerås, Sweden

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  2. Maozhen Li

    1. Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, UK

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  3. Kenli Li

    1. School of Information Science and Technology, Hunan University, Changsha, China

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  4. Zheng Xiao

    1. School of Information Science and Technology, Hunan University, Changsha, China

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  5. Longlong Liao

    1. College of Computer and Data Science, Fuzhou University, Fuzhou, China

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  6. Lipo Wang

    1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

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  • Discusses recent advances in natural computation, fuzzy systems, and knowledge discovery

  • Covers proceedings of the 18th International Conference on Natural Computation, Fuzzy Systems, and Knowledge Discovery

  • Written by experts in the field

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 153)

Conference series link(s): ICNC-FSKD: The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

Conference proceedings info: ICNC-FSKD 2022.

Sections

eBook USD 229.00
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  • ISBN: 978-3-031-20738-9
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Table of contents (162 papers)

  1. Front Matter

    Pages i-xxviii
    PDF

  2. Deep Learning (34)

    1. Front Matter

      Pages 1-1
      PDF

    2. Multiple Layers Global Average Pooling Fusion

      • Silei Cao, Shun Long, Weiheng Zhu, Fangting Liao, Zeduo Yuan, Xinyi Guan
      Pages 3-10

    4. Self-Attention SSD Network Detection Method of X-ray Security Images

      • Hong Zhang, Baoyang Liu, Yue Gao
      Pages 18-26

    6. Pain Expression Recognition Based on Dual-Channel Convolutional Neural Network

      • Xuebin Xu, Meng Lei, Dehua Liu, Muyu Wang
      Pages 35-42

    7. A Noval Air Quality Index Prediction Scheme Based on Long Short-Term Memory Technology

      • Lijiao Ding, Jinze Sun, Tingda Shen, Changqiang Jing
      Pages 43-52

    8. Code Summarization Through Learning Linearized AST Paths with Transformer

      • Zhenzhou Tian, Cuiping Zhang, Binhui Tian
      Pages 53-60

    15. Multi-modal Scene Recognition Based on Global Self-attention Mechanism

      • Xiang Li, Ning Sun, Jixin Liu, Lei Chai, Haian Sun
      Pages 109-121

    16. Sheep Herd Recognition and Classification Based on Deep Learning

      • Yeerjiang Halimu, Zhou Chao, Jun Sun, Xiubin Zhang
      Pages 122-129

    17. A Deep Learning-Based Innovative Points Extraction Method

      • Tao Yu, Rui Wang, Hongfei Zhan, Yingjun Lin, Junhe Yu
      Pages 130-138

    18. Deep Embedded Clustering with Random Projection Penalty

      • Kang Song, Wei Han, Chamara Kasun Liyanaarachchi Lekamalage, Lihui Chen
      Pages 139-146
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Other Volumes

  1. Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

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About this book

This book consists of papers on the recent progresses in the state of the art in natural computation, fuzzy systems, and knowledge discovery. The book is useful for researchers, including professors, graduate students, as well as R & D staff in the industry, with a general interest in natural computation, fuzzy systems, and knowledge discovery. The work printed in this book was presented at the 2022 18th International Conference on Natural Computation, Fuzzy Systems, and Knowledge Discovery (ICNC-FSKD 2022), held from 30 July to 1 August 2022, in Fuzhou, China. All papers were rigorously peer-reviewed by experts in the areas.

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Keywords

  • Natural Computation
  • Fuzzy Systems
  • Knowledge Discovery
  • ICNC-FSKD
  • ICNC-FSKD2022
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Editors and Affiliations

  • Division of Intelligent Future Technologies, Mälardalen University, Västerås, Sweden

    Ning Xiong

  • Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, UK

    Maozhen Li

  • School of Information Science and Technology, Hunan University, Changsha, China

    Kenli Li, Zheng Xiao

  • College of Computer and Data Science, Fuzhou University, Fuzhou, China

    Longlong Liao

  • School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore

    Lipo Wang

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Bibliographic Information

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Access via your institution
eBook USD 229.00
Price excludes VAT (USA)
  • ISBN: 978-3-031-20738-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 299.99
Price excludes VAT (USA)
Learn about institutional subscriptions