Data Mining and Big Data

Second International Conference, DMBD 2017, Fukuoka, Japan, July 27 – August 1, 2017, Proceedings

  • Ying Tan
  • Hideyuki Takagi
  • Yuhui Shi
Conference proceedings DMBD 2017

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10387)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10387)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Association Analysis

    1. Front Matter
      Pages 1-1
    2. Haifeng Li, Yue Wang, Ning Zhang, Yuejin Zhang
      Pages 22-30
    3. S. Anand Hareendran, S. S. Vinod Chandra
      Pages 31-39
    4. Toshiro Minami, Yoko Ohura, Kensuke Baba
      Pages 40-47
  3. Clustering

    1. Front Matter
      Pages 59-59
    2. Sasan Harifi, Ebrahim Byagowi, Madjid Khalilian
      Pages 61-73
    3. Mingjing Du, Shifei Ding
      Pages 74-80
  4. Prediction

    1. Front Matter
      Pages 81-81
    2. Petra Vrablecová, Viera Rozinajová, Anna Bou Ezzeddine
      Pages 83-92
    3. Yangping Li, Xiaorui Wei, Tianming Hu
      Pages 105-112
    4. Nur Syahela Hussien, Sarina Sulaiman, Siti Mariyam Shamsuddin
      Pages 113-124
  5. Classification

    1. Front Matter
      Pages 125-125
    2. Sukanta Roy, Sujai Subbanna, Srinidhii Venkatesh Channagiri, Sharath R Raj, Omkar S.N
      Pages 127-136
    3. Xiaoli Peng, Linjiang Zheng, Ting Liao
      Pages 137-147
    4. Fang-Fang Chua, Chia-Ying Khor, Su-Cheng Haw
      Pages 148-155
    5. Gerald Schaefer, Niraj Doshi
      Pages 156-164
    6. Jo Ting Wei, Shih-Yen Lin, You-Zhen Yang, Hsin-Hung Wu
      Pages 173-180
  6. Schedule and Sequence Analysis

    1. Front Matter
      Pages 181-181
    2. Leonard K. M. Poon, Siu-Cheung Kong, Michael Y. W. Wong, Thomas S. H. Yau
      Pages 191-198
  7. Big Data

    1. Front Matter
      Pages 219-219
    2. Leonardo Emiro Contreras Bravo, Jose Ignacio Rodriguez Molano, Giovanny Mauricio Tarazona Bermudez
      Pages 221-233
    3. Li Zeng, Zili Li, Tong Wu, Lixin Yang
      Pages 234-246
    4. Jie Wang, Yan Peng, Yun Lin, Kang Wang
      Pages 247-254
    5. Jinbo Zhang, Shenda Hong, Yiyong Lin, Yanchao Mou, Hongyan Li
      Pages 255-262
  8. Data Analysis

    1. Front Matter
      Pages 273-273
    2. R. Vasanth Kumar Mehta, Shubham Verma
      Pages 275-282
    3. José Ignacio Rodríguez Molano, Leonardo Emiro Contreras Bravo, Eduyn Ramiro López Santana
      Pages 283-293
    4. Merlinda Wibowo, Sarina Sulaiman, Siti Mariyam Shamsuddin
      Pages 294-306
    5. Franco Lin, Wen-Yi Chang, Whey-Fone Tsai, Chien-Chou Shih
      Pages 307-313
    6. Jinbo Zhang, Yipeng Chen, Shenda Hong, Hongyan Li
      Pages 326-333
    7. Yang Sun, Lin Teng, Shoulin Yin, Jie Liu, Hang Li
      Pages 334-342
  9. Data Mining

    1. Front Matter
      Pages 343-343
    2. Jiwei Fei, Tetsuro Saeki, Yuichi Kato
      Pages 366-378
    3. Rui Duan, Xinyuan Zhang, Jingcheng Du, Jing Huang, Cui Tao, Yong Chen
      Pages 379-389
  10. Text Mining

    1. Front Matter
      Pages 399-399
    2. Leonard K. M. Poon, Chun Fai Leung, Nevin L. Zhang
      Pages 401-408

About these proceedings


This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017. 
The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; schedule and sequence analysis; big data; data analysis; data mining; text mining; deep learning; high performance computing; knowledge base and its framework; and fuzzy control. 


artificial intelligence big data classification algorithm computer aided instruction data communication systems data mining data stream fuzzy systems genetic algorithms internet learning algorithms learning systems mobile computing mobile devices neural networks social networks (SN) support vector machines SVM telecommunication networks world wide web (WWW)

Editors and affiliations

  • Ying Tan
    • 1
  • Hideyuki Takagi
    • 2
  • Yuhui Shi
    • 3
  1. 1.Peking UniversityBeijingChina
  2. 2.Kyushu UniversityFukuokaJapan
  3. 3.Southern University of Science and TechnologyShenzhenChina

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