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Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

Volume 1

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Yong Liu

    1. School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu, Japan

  2. Lipo Wang

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

  3. Liang Zhao

    1. Computer Science and Mathematics, University of Sao Paulo, Ribeirao Preto, Brazil

  4. Zhengtao Yu

    1. School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China

  • Discusses recent advances in natural computation, fuzzy systems and knowledge discovery
  • Presents the proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), held in Kunming, China, from 20 to 22 July 2019
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1074)

Included in the following conference series:

Conference proceedings info: ICNC-FSKD 2019.

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About this book

This book discusses the recent advances in natural computation, fuzzy systems and knowledge discovery. Presenting selected, peer-reviewed papers from the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), held in Kunming, China, from 20 to 22 July 2019, it is a useful resource for researchers, including professors and graduate students, as well as R&D staff in industry.

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Table of contents (106 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Natural Computation: Theory and Algorithms - Deep Learning and Feedforward Neural Networks

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Optimizing Convolutional Neural Network Architecture Using a Self-adaptive Harmony Search Algorithm

      • Yin-Fu Huang, Jung-Sheng Liu
      Pages 3-12

    3. Global Features of Fused Frame Relationships Help Video Classification

      • MengYao Kong, Pin Lv
      Pages 13-20

    4. A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images

      • Junxing Hu, Ling Li, Yijun Lin, Fengge Wu, Junsuo Zhao
      Pages 21-29

    5. Att-ConvLSTM: PM2.5 Prediction Model and Application

      • Zhe Xu, Yi Lv
      Pages 30-40

    6. SAR Ship Detection Method Based on Convolutional Neural Network and Multi-layer Feature Fusion

      • Bangzheng Yue, Wenda Zhao, Song Han
      Pages 41-53

    7. Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios

      • Jie Li, Guoteng Wang, Changsheng Zhang, Bin Zhang
      Pages 54-62

    8. A Deep Learning Based Reasoner for Global Consistency in Named Entity Recognition

      • Xiaoxiao Yin, Ruifang Liu, Daqi Zheng, Zhengdong Lu
      Pages 63-71

    9. Multi-level Feature Combination in Dialogue State Tracking

      • Yang Zheng, Ruifang Liu, Sheng Gao
      Pages 72-80

    10. Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning

      • Guoqiu Wang, Xuanyu Zheng, Haitong Zhao, Qidong Zhao, Changsheng Zhang, Bin Zhang
      Pages 81-88

    11. Apple Freshness Recognition Technology Based on Gas Sensors

      • Wei Wang, Zhihui Guo, Maozhen Li, Yungang Liu
      Pages 89-104

    12. A Review of the Theory and Method for New Developed Feedforward Neural Networks

      • Daiyuan Zhang
      Pages 105-112

    13. Awareness Learning for Balancing Performance and Diversity in Neural Network Ensembles

      • Yong Liu
      Pages 113-120

  3. Natural Computation: Theory and Algorithms - Genetic and Evolutionary Algorithms

    1. Front Matter

      Pages 121-121
      Download chapter PDF

    2. A Model and an Algorithm for Empty Car Distribution in Railway Transportation

      • Lanfen Liu, Xinfeng Yang
      Pages 123-131

    3. Levelized Cost of Energy Optimization Method for the Dish Solar Thermal Power Generation System

      • Genye Dang, Hongsheng Su, Biao Yue
      Pages 132-140

    4. A Novel Ant Colony Optimization Algorithm with Dynamic Control Population for Community Detecting

      • Jianjun Chen, Shupeng Gao, Zhen Su, Siqi Chen, Xianghua Li
      Pages 141-148

    5. A Hybrid Bat Algorithm Based on Combined Semantic Measures for Word Sense Disambiguation

      • Xu Ying, Aws Hamed Hamad
      Pages 149-157

    6. A Multi-objective Optimization Algorithm Based on Monarch Butterfly Optimization

      • Rui Hu, Jian Gao, Rong Chen, Jiahao Jiang
      Pages 158-167
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Other volumes

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

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

Editors and Affiliations

  • School of Computer Science and Engineering, The University of Aizu, Aizu-Wakamatsu, Japan

    Yong Liu

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

    Lipo Wang

  • Computer Science and Mathematics, University of Sao Paulo, Ribeirao Preto, Brazil

    Liang Zhao

  • School of Information Engineering and Automation, Kunming University of Science and Technology, Kunming, China

    Zhengtao Yu

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