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Neural Computing for Advanced Applications

First International Conference, NCAA 2020, Shenzhen, China, July 3–5, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Haijun Zhang

    1. Harbin Institute of Technology, Shenzhen, China

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  2. Zhao Zhang

    1. Hefei University of Technology, Hefei, China

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  3. Zhou Wu

    1. Chongqing University, Chongqing, China

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  4. Tianyong Hao

    1. South China Normal University, Guangzhou, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1265)

Included in the following conference series:

Conference proceedings info: NCAA 2020.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Adaptive Multiple-View Label Propagation for Semi-supervised Classification

    • Lei Jia, Huan Zhang, Zhao Zhang
    Pages 1-11

  3. Container Damage Identification Based on Fmask-RCNN

    • Xueqi Li, Qing Liu, Jinbo Wang, Jiwei Wu
    Pages 12-22

  4. Multiagent Reinforcement Learning for Combinatorial Optimization

    • Yifan Gu, Qi Sun, Xinye Cai
    Pages 23-34

  5. Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for an Anchor-Hole Driller

    • Zhen Zhang, Yi-Nan Guo, Xi-Wang Lu, Dun-Wei Gong, Yang Zhang
    Pages 35-46

  6. Exploring Multi-scale Deep Encoder-Decoder and PatchGAN for Perceptual Ultrasound Image Super-Resolution

    • Jianyong Liu, Heng Liu, Xiaoyu Zheng, Jungong Han
    Pages 47-59

  7. Reliable Neighbors-Based Collaborative Filtering for Recommendation Systems

    • Li Zhang, Xiaohan Sun, Jiangfei Cheng, Zepeng Li
    Pages 60-71

  8. Downhole Condition Identification for Geological Drilling Processes Based on Qualitative Trend Analysis and Expert Rules

    • Yupeng Li, Weihua Cao, Wenkai Hu, Min Wu
    Pages 72-82

  9. Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems

    • Menghua Zhang, Xingjian Jing
    Pages 83-96

  10. Generalized Locally-Linear Embedding: A Neural Network Implementation

    • Xiao Lu, Zhao Kang, Jiachun Tang, Shuang Xie, Yuanzhang Su
    Pages 97-106

  11. Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine

    • Li Zhang, Xiaohan Zheng, Zhiqiang Xu
    Pages 107-118

  12. Tailored Pruning via Rollback Learning

    • Xin Xia, Wenrui Ding, Li’an Zhuo, Baochang Zhang
    Pages 119-131

  13. Coordinative Hyper-heuristic Resource Scheduling in Mobile Cellular Networks

    • Bei Dong, Yuping Su, Yun Zhou, Xiaojun Wu
    Pages 132-143

  14. Latent Sparse Discriminative Learning for Face Image Set Classification

    • Yuan Sun, Zhenwen Ren, Chao Yang, Haoyun Lei
    Pages 144-156

  15. Sparse Multi-task Least-Squares Support Vector Machine

    • Xiaoou Zhang, Zexuan Zhu
    Pages 157-167

  16. Discriminative Subspace Learning for Cross-view Classification with Simultaneous Local and Global Alignment

    • Ao Li, Yu Ding, Deyun Chen, Guanglu Sun, Hailong Jiang
    Pages 168-179

  17. A Recognition Method of Hand Gesture Based on Dual-SDAE

    • Miao Ma, Qingqing Zhu, Xiaoxiao Huang, Jie Wu
    Pages 180-192

  18. Image Generation from Layout via Pair-Wise RaGAN

    • Ting Xu, Kai Liu, Yi Ji, Chunping Liu
    Pages 193-206

  19. Learning Unsupervised Video Summarization with Semantic-Consistent Network

    • Ye Zhao, Xiaobin Hu, Xueliang Liu, Chunxiao Fan
    Pages 207-219

  20. Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables

    • Junzhong Bao, Yuanzi Zhou, Peixin Shi, Xizhao Wang
    Pages 220-233
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  1. Neural Computing for Advanced Applications

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About this book

This book presents refereed proceedings of the First International Conference on Neural Computing for Advanced Applications, NCAA 2020, held in July, 2020. Due to the COVID-19 pandemic the conference was held online. 

The 36 full papers and 7 short papers were thorougly reviewed and selected from a total of 113 qualified submissions. The papers present resent research on such topics as 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 their industrial applications, and natural language processing, machine translation, knowledge graphs, and their applications.

Editors and Affiliations

  • Harbin Institute of Technology, Shenzhen, China

    Haijun Zhang

  • Hefei University of Technology, Hefei, China

    Zhao Zhang

  • Chongqing University, Chongqing, China

    Zhou Wu

  • South China Normal University, Guangzhou, China

    Tianyong Hao

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