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© 2020

Data Mining and Big Data

5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings

  • Ying Tan
  • Yuhui Shi
  • Milan Tuba
Conference proceedings DMBD 2020

Part of the Communications in Computer and Information Science book series (CCIS, volume 1234)

Table of contents

  1. Front Matter
    Pages i-xi
    PDF
  2. Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks
    Tao Ma, Ying Tan
    Pages 1-13
    PDF
  3. RPP Algorithm: A Method for Discovering Interesting Rare Itemsets
    Sadeq Darrab, David Broneske, Gunter Saake
    Pages 14-25
    PDF
  4. Pareto Optimization in Oil Refinery
    Dmitri Kostenko, Dmitriy Arseniev, Vyacheslav Shkodyrev, Vadim Onufriev
    Pages 26-33
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  5. Hypothesis Verification for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations
    Kazuhisa Chiba, Taiki Hatta, Masahiro Kanazaki
    Pages 34-44
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  6. Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection
    Yi Zhang, Gang Yang
    Pages 45-56
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  7. An Evaluation Algorithm of the Importance of Network Node Based on Community Influence
    Gongzhen He, Junyong Luo, Meijuan Yin
    Pages 57-70
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  8. PCA Based Kernel Initialization for Convolutional Neural Networks
    Yifeng Wang, Yuxi Rong, Hongyue Pan, Ke Liu, Yang Hu, Fangmin Wu et al.
    Pages 71-82
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  9. Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM
    Tingxian Wu, Ziru Zhao, Haoxiang Wei, Yan Peng
    Pages 83-94
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  10. Research on Short-Term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning
    Yuan Mei, Ting Hu, Li Chun Yang
    Pages 95-107
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  11. Analysis of Breast Cancer Detection Using Different Machine Learning Techniques
    Siham A. Mohammed, Sadeq Darrab, Salah A. Noaman, Gunter Saake
    Pages 108-117
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  12. Back Matter
    Pages 119-119
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About these proceedings

Introduction

This book constitutes refereed proceedings of the 5th International Conference on Data Mining and Big Data, DMBD 2020, held in July 2020. Due to the COVID-19 pandemic the conference was held in a fully virtual format. 

The 7 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 39 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.

Keywords

artificial intelligence association rules communication channels (information theory) communication systems computer hardware computer networks computer systems computer vision correlation analysis data mining databases decision trees machine learning neural networks optimization signal processing

Editors and affiliations

  1. 1.Peking UniversityBeijingChina
  2. 2.Southern University of Science and TechnologyShenzhenChina
  3. 3.Singidunum UniversityBelgradeSerbia

Bibliographic information