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Data Mining and Big Data

6th International Conference, DMBD 2021, Guangzhou, China, October 20–22, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ying Tan

    1. Peking University, Beijing, China

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  2. Yuhui Shi

    1. Southern University of Science and Technology, Shenzhen, China

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  3. Albert Zomaya

    1. The University of Sydney, Sydney, Australia

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  4. Hongyang Yan

    1. Guangzhou University, Guangzhou, China

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  5. Jun Cai

    1. Guangdong Polytechnic Normal University, Guangzhou, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1454)

Included in the following conference series:

Conference proceedings info: DMBD 2021.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. A Life Prediction Method for Power Supply in Rail Transit Signal System Under Variable Temperature Conditions

    • Jingyi Zhao, Tao Tang, Chunhai Gao, Yingang Yu, Xiao Xiao, Ming Luo et al.
    Pages 1-15

  3. Hypergraph Ontology Sparse Vector Representation and Its Application to Ontology Learning

    • Linli Zhu, Wei Gao
    Pages 16-27

  4. On-line Firmware Updating and Fingerprint Generating for Solid State Disks

    • Yuan Xue, Shouxin Wang, Tian Chen, Quanxin Zhang, Lu Liu, Yu-an Tan
    Pages 28-36

  5. Feature Map Transfer: Vertical Federated Learning for CNN Models

    • Tianchi Sha, Xiao Yu, Zhiwei Shi, Yuan Xue, Shouxin Wang, Sikang Hu
    Pages 37-44

  6. A Random Multi-target Backdooring Attack on Deep Neural Networks

    • Xinrui Liu, Xiao Yu, Zhibin Zhang, Quanxin Zhang, Yuanzhang Li, Yu-an Tan
    Pages 45-52

  7. Intelligent Attack Behavior Portrait for Path Planning of Unmanned Vehicles

    • Zhao Li, Yuxi Ma, Zhibin Zhang, Xiao Yu, Quanxin Zhang, Yuanzhang Li
    Pages 53-60

  8. Anti Intelligent Mine Unmanned Ground Vehicle Based on Reinforcement Learning

    • Xiaoyao Tong, Yuxi Ma, Yuan Xue, Quanxin Zhang, Yuanzhang Li, Yu-an Tan
    Pages 61-68

  9. A Surface Fitting Image Super-Resolution Algorithm Based on Triangle Mesh Partition

    • Hong Xu, Caizeng Ye, Na Feng, Caiming Zhang
    Pages 69-79

  10. Image Definition Evaluation Function Based on Improved Maximum Local Variation and Focusing Window Selection

    • Shiyun Li, Jian Chen, Jiaze Wan, Zuoyong Li, Li Lin
    Pages 80-89

  11. A Classic Multi-method Collaborative Obfuscation Strategy

    • Yujie Ma, Yuanzhang Li, Zhibin Zhang, Ruyun Zhang, Lu Liu, Xiaosong Zhang
    Pages 90-97

  12. The Construction of Knowledge Graph for Personalized Online Teaching

    • Zhaokun Gong, Xiaomei Yu, Wenxiang Fu, Xueyu Che, Qian Mao, Xiangwei Zheng
    Pages 98-107

  13. LDA Topic Mining of Light Food Customer Reviews on the Meituan Platform

    • Miaojia Huang, Songqiao Wen, Manhua Jiang, Yuliang Yao
    Pages 108-121

  14. Intrusion Detection Method Based on Small Sample Learning

    • Hao Yang, Yong Zhang, Jingxin Liu, Hui Li, Jinyang Song, Jieren Cheng et al.
    Pages 122-134

  15. Research on Hierarchical Retrieval Method of Ethnic Clothing Based on Semantic Feature Fusion

    • Wenfeng Wu, Juxiang Zhou, Zhaoxiang Ouyang
    Pages 135-147

  16. An Improved Method of Blockchain Consortium Chain Consensus Mechanism Based on Random Forest Model

    • Dongxiang Song, Yiran Wang, Mingju Yuan
    Pages 148-157

  17. Traceable Identity-Based Ring Signature for Protecting Mobile IoT Devices

    • Xin Peng, Ke Gu, Zhenlin Liu, Wenbin Zhang
    Pages 158-166

  18. BSO-CMA-ES: Brain Storm Optimization Based Covariance Matrix Adaptation Evolution Strategy for Multimodal Optimization

    • Liang Qu, Ruiqi Zheng, Yuhui Shi
    Pages 167-174

  19. A Generalized \(\chi ^2\) Divergence for Multisource Information Fusion

    • Xueyuan Gao, Fuyuan Xiao
    Pages 175-184

  20. Certificateless Proxy Authentication Scheme on Lattices Under the Background of Big Data

    • Siqi Yu, Yang Cui, Fengyin Li
    Pages 185-193
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Other volumes

  1. Data Mining and Big Data

  2. Data Mining and Big Data

Keywords

About this book

​This two-volume set, CCIS 1453 and CCIS 1454, constitutes refereed proceedings of the 6th International Conference on Data Mining and Big Data, DMBD 2021, held in Guangzhou, China, in October 2021. 

The 57 full papers and 28 short papers presented in this two-volume set were carefully reviewed and selected from 258 submissions. The papers present the latest research on advantages in theories, technologies, and applications in data mining and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc.


Editors and Affiliations

  • Peking University, Beijing, China

    Ying Tan

  • Southern University of Science and Technology, Shenzhen, China

    Yuhui Shi

  • The University of Sydney, Sydney, Australia

    Albert Zomaya

  • Guangzhou University, Guangzhou, China

    Hongyang Yan

  • Guangdong Polytechnic Normal University, Guangzhou, China

    Jun Cai

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