© 2018

Data Mining and Big Data

Third International Conference, DMBD 2018, Shanghai, China, June 17–22, 2018, Proceedings

  • Ying Tan
  • Yuhui Shi
  • Qirong Tang
Conference proceedings DMBD 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10943)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10943)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Database

    1. Front Matter
      Pages 1-1
    2. Sadhana J. Kamatkar, Ajit Kamble, Amelec Viloria, Lissette Hernández-Fernandez, Ernesto García Cali
      Pages 3-11
    3. Hongmei Guo, Na Hong, Zhesi Shen, Wenfei Duan, Zhixiong Zhang
      Pages 12-22
    4. Mercedes Gaitán-Angulo, Jenny Cubillos Díaz, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Paula Alejandra Rodríguez-Garnica
      Pages 23-30
  3. Data Preprocessing

    1. Front Matter
      Pages 31-31
    2. Noel Varela Izquierdo, Henrry Ricardo Cabrera, Guillermo Lopez Carvajal, Amelec Viloria, Mercedes Gaitán Angulo, Maury-Ardila Henry
      Pages 33-42
    3. Omar Bonerge Pineda Lezama, Noel Varela Izquierdo, Damayse Pérez Fernández, Rafael Luciano Gómez Dorta, Amelec Viloria, Ligia Romero Marín
      Pages 43-52
    4. Xiaoxiang Zhu, Zhengyou Xia
      Pages 53-64
    5. Víctor Hugo Medina Garcia, Jorge Rodriguez Rodriguez, Miguel Angel Ospina Usaquén
      Pages 65-76
    6. Yury Arenis Olarte Arias, Manuel-Ignacio Balaguera, Mercedes Gaitán-Angulo, Jenny-Paola Lis-Gutiérrez, Amelec Viloria, Ana Hernández Chacín
      Pages 77-86
  4. Matrix Factorization

    1. Front Matter
      Pages 87-87
    2. Shuo Wang, Hui Tian, Xuzhen Zhu, Zhipeng Wu
      Pages 102-113
    3. Zhipeng Wu, Hui Tian, Xuzhen Zhu, Shuo Wang
      Pages 114-125
  5. Data Analysis

    1. Front Matter
      Pages 127-127
    2. Nunziatina Bucci, Marisabel Luna, Amelec Viloria, Judith Hernández García, Alexander Parody, Noel Varela et al.
      Pages 149-158
    3. Tatiana Avdeenko, Ekaterina Makarova, Samal Begenova
      Pages 159-167

About these proceedings


This book constitutes the refereed proceedings of the Third International Conference on Data Mining and Big Data, DMBD 2018, held in Shanghai, China, in June 2018. The 74 papers presented in this volume were carefully reviewed and selected from 126 submissions. They are organized in topical sections named: database, data preprocessing, matrix factorization, data analysis, visualization, visibility analysis, clustering, prediction, classification, pattern discovery, text mining and knowledge management, recommendation system in social media, deep learning, big data, Industry 4.0, practical applications


artificial intelligence data mining information retrieval internet classification World Wide Web social networks education clustering big data information technology signal processing information management social networking telecommunication networks

Editors and affiliations

  • Ying Tan
    • 1
  • Yuhui Shi
    • 2
  • Qirong Tang
    • 3
  1. 1.Peking UniversityBeijingChina
  2. 2.Southern University of Science and TechnologyShenzhenChina
  3. 3.Tongji UniversityShanghaiChina

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