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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
    4. Jenny-Paola Lis-Gutiérrez, Harry Ernesto Reyna-Niño, Mercedes Gaitán-Angulo, Amelec Viloria, Jairo Enrique Santander Abril
      Pages 168-178
    5. Jenny-Paola Lis-Gutiérrez, Jessica Paola Muñoz Segura, Mercedes Gaitán-Angulo, Linda Carolina Henao, Amelec Viloria, Luz-Elena Malagón et al.
      Pages 179-187
    6. Maritza Torres-Samuel, Carmen Luisa Vásquez, Amelec Viloria, Noel Varela, Lissette Hernández-Fernandez, Rafael Portillo-Medina
      Pages 188-199
  6. Visualization

    1. Front Matter
      Pages 201-201
    2. Chien-wen Shen, Thai-Ha Luong, Li-An Chien, Jung-Tsung Ho
      Pages 213-222
  7. Visibility Analysis

    1. Front Matter
      Pages 223-223
    2. Carmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Jenny-Paola Lis-Gutiérrez et al.
      Pages 225-234
    3. Maritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Tito Crissien Borrero, Noel Varela, Danelys Cabrera et al.
      Pages 235-243
    4. W. B. Morgado Gamero, M. Castillo Ramírez, Alexander Parody, Amelec Viloria, Milton Henrique Arrieta López, Sadhana J. Kamatkar
      Pages 244-253
    5. Maritza Torres-Samuel, Carmen Vásquez, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela
      Pages 254-262
  8. Clustering

    1. Front Matter
      Pages 263-263
    2. Yin-Ping Zhao, Long Chen, C. L. Philip Chen
      Pages 265-275
    3. Carmen Vásquez, Maritza Torres-Samuel, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Tito Crissien Borrero, Noel Varela et al.
      Pages 276-283
    4. Ygor Eugenio Dutra da Silva, Claudio Guedes Salgado, Valney Mara Gomes Conde, Guilherme Augusto Barros Conde
      Pages 284-293
    5. Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Melissa Lis-Gutiérrez, Amelec Viloria, Jenny Cubillos, Paula-Alejandra Rodríguez-Garnica
      Pages 294-303
    6. Amelec Viloria, Nunziatina Bucci, Marisabel Luna, Jenny-Paola Lis-Gutiérrez, Alexander Parody, Darwin Eliecer Solano Bent et al.
      Pages 304-313
    7. Jianzhong Zhang, Jingjing Wang, Yu Zhang, Jingdong Xu, Huan Wu
      Pages 314-324
  9. Prediction

    1. Front Matter
      Pages 337-337
    2. Jia-Lian Li, Shu-Tong Xie, Jun-Neng Wang, Yu-Qing Lin, Qiong Chen
      Pages 339-348
    3. Mercedes Gaitán-Angulo, Amelec Viloria, Jenny-Paola Lis-Gutiérrez, Dionicio Neira, Enrrique López, Ernesto Joaquín Steffens Sanabria et al.
      Pages 349-359
    4. Jimena Peña Muñoz, Roberto Ferro Escobar
      Pages 360-370
  10. Classification

    1. Front Matter
      Pages 371-371
    2. Lei Zhang, Fusheng Xiang
      Pages 373-382
    3. Zhaowei Qu, Yuan Wang, Xiaoru Wang, Shuqiang Zheng
      Pages 383-392
    4. Zhaowei Qu, Yanjiao Zhao, Xiaoru Wang, Chunye Wu
      Pages 393-403
    5. Zhaowei Qu, Chunye Wu, Xiaoru Wang, Yanjiao Zhao
      Pages 404-413
    6. Xue-peng Jia, Xiao-feng Rong
      Pages 414-425
    7. Xingshen Wu, Yu Zhao, Qiang Gu, Li Gao
      Pages 426-433

About these proceedings

Introduction

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

Keywords

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

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-93803-5
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-93802-8
  • Online ISBN 978-3-319-93803-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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