Data Mining and Big Data

4th International Conference, DMBD 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings

  • Ying Tan
  • Yuhui Shi
Conference proceedings DMBD 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1071)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Data Analysis

    1. Front Matter
      Pages 1-1
    2. Chien-wen Shen, Irfandi Djailani, Cheng-Wei Tang
      Pages 13-22
    3. Jesús Silva, Lissette Hernández-Fernández, Esperanza Torres Cuadrado, Nohora Mercado-Caruso, Carlos Rengifo Espinosa, Felipe Acosta Ortega et al.
      Pages 34-43
    4. Jesús Silva, Alex Castro Sarmiento, Nicolás María Santodomingo, Norka Márquez Blanco, Wilmer Cadavid Basto, Hugo Hernández P et al.
      Pages 44-52
    5. Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Carlos Bouza, Mercedes Gaitán-Angulo, Amelec Viloria
      Pages 53-60
    6. Ye Wu, Mengyu Ma, Luo Chen, Zhinong Zhong
      Pages 61-69
    7. Steven Lynden, Waran Taveekarn
      Pages 70-79
    8. Tatiana A. Akimenko, Eugene V. Larkin
      Pages 80-89
  3. Prediction

    1. Front Matter
      Pages 91-91
    2. S. Anand Hareendran, S. S. Vinod Chandra, Sreedevi Prasad
      Pages 93-103
    3. Yen Huei Ko, Ping Yu Hsu, Ming Shien Cheng, Yang Ruei Jheng, Zhi Chao Luo
      Pages 104-113
    4. Aditya Rizki Saputro, Hendri Murfi, Siti Nurrohmah
      Pages 114-123
  4. Clustering

    1. Front Matter
      Pages 133-133
    2. Fredy Martínez, Fernando Marínez, Edwar Jacinto
      Pages 146-153
    3. Paola Ariza-Colpas, Ana Isabel Oviedo-Carrascal, Emiro De-la-hoz-Franco
      Pages 162-169
    4. Amelec Viloria, Tito Crissien Borrero, Jesús Vargas Villa, Maritza Torres, Jesús García Guiliany, Carlos Vargas Mercado et al.
      Pages 170-178
    5. Noel Varela, Edgardo Sánchez Montero, Carmen Vásquez, Jesús García Guiliany, Carlos Vargas Mercado, Nataly Orellano Llinas et al.
      Pages 179-188
  5. Classification

    1. Front Matter
      Pages 189-189
    2. Zhixian Ma, Jie Zhu, Yongkai Zhu, Haiguang Xu
      Pages 191-200
    3. Wenshi Chen, Xinhui Liu, Dongyu Guo, Mingyu Lu
      Pages 201-210
    4. Weiwei Hu, Anhong Dang, Ying Tan
      Pages 211-219
  6. Mining Patterns

    1. Front Matter
      Pages 229-229
    2. Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien Wan Au
      Pages 231-239
    3. Ping Yu Hsu, Chen Wan Huang, Ming Shien Cheng, Yen Huei Ko, Cheng-Han Tsai, Ni Xu
      Pages 240-247
    4. Jesús Silva, Stefany Palacio de la Cruz, Jannys Hernández Ureche, Diana García Tamayo, Harold Neira-Molina, Hugo Hernandez-P et al.
      Pages 259-268
    5. Praditya Nugraha, Muhammad Rifky Yusdiansyah, Hendri Murfi
      Pages 269-276
  7. Mining Tasks

    1. Front Matter
      Pages 277-277
    2. Wuhan Lin, Yuanjun Guo, Zhile Yang, Juncheng Zhu, Ying Wang, Yuquan Liu et al.
      Pages 279-288
    3. Tatiana Avdeenko, Oleg Khateev
      Pages 289-299
    4. Fernando Martínez Santa, Edwar Jacinto, Holman Montiel
      Pages 300-306
    5. Mohammad Wahiduzzaman Khan, Gaik-Yee Chan, Fang-Fang Chua
      Pages 307-319
    6. Carolina Henao-Rodríguez, Jenny-Paola Lis-Gutiérrez, Mercedes Gaitán-Angulo, Carmen Vásquez, Maritza Torres, Amelec Viloria
      Pages 320-327
  8. Back Matter
    Pages 339-340

About these proceedings


This book constitutes the refereed proceedings of the 4th International Conference on Data Mining and Big Data, DMBD 2019, held in Chiang Mai, Thailand, in July 2019. The 26 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. 

They are organized in topical sections named: data analysis; prediction; clustering; classification; mining pattern; mining tasks.


artificial intelligence clustering algorithms data mining data mining techniques information retrieval k-means neural networks recommender systems semantics

Editors and affiliations

  • Ying Tan
    • 1
  • Yuhui Shi
    • 2
  1. 1.Department of Machine IntelligencePeking UniversityBeijingChina
  2. 2.Department of Computer Science and EngineeringSouthern University of Science and TechnologyShenzhenChina

Bibliographic information

Industry Sectors
Chemical Manufacturing
IT & Software
Consumer Packaged Goods
Finance, Business & Banking
Energy, Utilities & Environment