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Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

Proceedings of the ICNC-FSKD 2021

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Quan Xie

    1. Guizhou University, Guiyang, China

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  2. Liang Zhao

    1. Computer Science and Mathematics, University of São Paulo (USP), Ribeirão Preto, Brazil

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  3. Kenli Li

    1. College of Electrical and Information, Hunan University, Changsha, China

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  4. Anupam Yadav

    1. Department of Mathematics, NIT Jalandhar, Jalandhar, India

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  5. Lipo Wang

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

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  • Presents research works in neural networks, machine learning, and fuzzy systems
  • Provides original outcomes presented at ICNC-FSKD 2021 held in Guiyang, China
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 89)

Included in the following conference series:

Conference proceedings info: ICNC-FSKD 2021.

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Table of contents (146 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Natural Computation: Theory and Algorithms

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. RRS: An Explainable Model Scale Search Strategy

      • Siguang Li, Yu Liang, Maozhen Li
      Pages 3-10

    3. Detection of Small Targets in Aerial Images Based on Feature Fusion

      • Aiguo Lu, Tao Hu, Guiping Xu, Weiliang Chen, Lianjia Yang
      Pages 11-22

    4. Intrusion Detection Based on LSTM and Random Forests

      • Xiaowen Xue, Lijun Chen
      Pages 23-30

    5. Research and Hardware Implementation of Binocular Vision Obstacle Avoidance for UAV

      • Qing Liang, Xinyu Xu, Wei Xiong
      Pages 31-40

    6. Parameter Estimation of Equivalent Circuit Model for Lithium Batteries

      • Yuanyuan Li, Jiye Jiao, Yang Yang, Panting Ji
      Pages 41-49

    7. Improved U-Net Network for Segmentation on Femur Images

      • Jianrong Zhao, Jungang Han, Jiantao Li, Geyang Du
      Pages 50-60

    8. A 14-Bit 2MS/s Digital Self-calibrating SAR ADC Design and Simulation

      • Yunfeng Xie, Xiaofeng Yang
      Pages 61-68

    9. A Windowed Interpolation Algorithm for High-Precision ADC Spectrum Testing

      • Yang Yang
      Pages 69-78

    10. Temperature Compensation Algorithms Based on Digital Infrared Thermopile Sensors Systems

      • Kai Cui
      Pages 79-87

    11. Optimizing Deep-Learning Inference Operations

      • Ningbo Han, Lidong Xing, Xingqiang Hua, Yuhan Lei
      Pages 88-94

    12. An Efficient MRI Impulse Noise Multi-stage Hybrid Filter Based on Cartesian Genetic Programming

      • WeiHong Huang, Pei He, ZhengHeng Yan, HaoYu Wu
      Pages 95-106

    13. Multi-objective Strategy Based on Rational Particle Swarm Optimization for Environmental/Economic Dispatch

      • Chixin Xiao, Zhanpeng Wang, Bin Kuang
      Pages 107-117

    14. Express Service Composition Optimization Based on Improved Ant Colony Algorithm

      • Hongmei Shan, Meina Li, Leilei Li
      Pages 118-127

    15. A Dynamic Multi-objective Evolutionary Algorithm Assisted by Kernel Ridge Regression

      • Min Liu, Diankun Chen, Qiongbing Zhang, Yizhi Liu, Yijiang Zhao
      Pages 128-136

    16. Higher Order Preference on the Evolution of Cooperation on Barabási–Albert Scale-Free Network

      • Fengjie Xie, Zhonglong Zhao, Panpan Yang
      Pages 137-149

    17. Nearest Neighbor Synthesis of CNOT Circuit Based on Matrix Transformation

      • Xueyun Cheng, Mingqiang Zhu, Xiang Li, Zhijin Guan
      Pages 150-156

    18. State of Charge Estimation of Lithium Batteries Based on Extended Kalman Filter and Temperature Compensation

      • Zhihui Li, Jiye Jiao, Jinrong Liang, Yuanyuan Li
      Pages 157-167

    19. Improved GAN for Abnormal Flame Recognition Based on Siamese Network Structure

      • Xin He, Junhua Zhou, Dunqiao Li, Jiuxing Weng, Yifei Wei
      Pages 168-175
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  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 can be 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 2021 17th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2021, 24–26 July 2021, Guiyang, China). All papers were rigorously peer-reviewed by experts in the areas.

Editors and Affiliations

  • Guizhou University, Guiyang, China

    Quan Xie

  • Computer Science and Mathematics, University of São Paulo (USP), Ribeirão Preto, Brazil

    Liang Zhao

  • College of Electrical and Information, Hunan University, Changsha, China

    Kenli Li

  • Department of Mathematics, NIT Jalandhar, Jalandhar, India

    Anupam Yadav

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

    Lipo Wang

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