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Advanced Data Mining and Applications

13th International Conference, ADMA 2017, Singapore, November 5–6, 2017, Proceedings

  • Gao Cong
  • Wen-Chih Peng
  • Wei Emma Zhang
  • Chengliang Li
  • Aixin Sun

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10604)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10604)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Database and Distributed Machine Learning

    1. Front Matter
      Pages 1-1
    2. Majed Sahli, Essam Mansour, Panos Kalnis
      Pages 3-17
    3. Shang-Xuan Zou, Chun-Yen Chen, Jui-Lin Wu, Chun-Nan Chou, Chia-Chin Tsao, Kuan-Chieh Tung et al.
      Pages 18-32
    4. Ming-Yen Lin, Yueh-Lin Lin, Sue-Chen Hsueh
      Pages 49-62
    5. Přemysl Čech, Jakub Maroušek, Jakub Lokoč, Yasin N. Silva, Jeremy Starks
      Pages 63-75
    6. Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
      Pages 76-86
  3. Recommender System

    1. Front Matter
      Pages 87-87
    2. Pierre-René Lhérisson, Fabrice Muhlenbach, Pierre Maret
      Pages 89-103
    3. Areej Alsini, Amitava Datta, Jianxin Li, Du Huynh
      Pages 119-131
    4. Wei Zheng, Bohan Li, Yanan Wang, Hongzhi Yin, Xue Li, Donghai Guan et al.
      Pages 132-147
  4. Social Network and Social Media

    1. Front Matter
      Pages 163-163
    2. Xingyu Niu, Hongyi Zhang, Micheal R. Lyu, Irwin King
      Pages 180-194
    3. Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah
      Pages 195-208
    4. Yuan Su, Xi Zhang, Sihong Xie, Philip S. Yu, Binxing Fang
      Pages 209-224
    5. Coriane Nana Jipmo, Gianluca Quercini, Nacéra Bennacer
      Pages 243-256
  5. Machine Learning

    1. Front Matter
      Pages 271-271
    2. Yue Fang, Jilian Zhang, Shichao Zhang, Cong Lei, Xiaoyi Hu
      Pages 273-286
    3. Jie Yang, Henry C. M. Leung, S. M. Yiu, Francis Y. L. Chin
      Pages 287-302
    4. Md Nasim Adnan, Md Zahidul Islam
      Pages 303-312
  6. Classification and Clustering Methods

    1. Front Matter
      Pages 341-341
    2. Fady Medhat, David Chesmore, John Robinson
      Pages 373-385
    3. Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
      Pages 386-398
    4. Ahmed Al-Shammari, Chengfei Liu, Mehdi Naseriparsa, Bao Quoc Vo, Tarique Anwar, Rui Zhou
      Pages 399-412
  7. Behavior Modeling and User Profiling

    1. Front Matter
      Pages 427-427
    2. Jung-jae Kim, Yong Liu, Wee Yong Lim, Vrizlynn L. L. Thing
      Pages 445-459
    3. Eric Falk, Jérémy Charlier, Radu State
      Pages 460-474
    4. Chunxia Zhang, Yu Guo, Jiayu Wu, Shuliang Wang, Zhendong Niu, Wen Cheng
      Pages 475-487
    5. Nagendra Kumar, Rahul Utkoor, Bharath K. R. Appareddy, Manish Singh
      Pages 488-501
  8. Bioinformatic and Medical Data Analysis

    1. Front Matter
      Pages 517-517
    2. Hasseeb Azzawi, Jingyu Hou, Russul Alanni, Yong Xiang, Rana Abdu-Aljabar, Ali Azzawi
      Pages 541-553
    3. Zibo Yi, Shasha Li, Jie Yu, Yusong Tan, Qingbo Wu, Hong Yuan et al.
      Pages 554-566
  9. Spatio-Temporal Data

    1. Front Matter
      Pages 567-567
    2. Shili Xiang, Lu Li, Si Min Lo, Xiaoli Li
      Pages 569-581
    3. Mun Hou Wong, Vincent S. Tseng, Jerry C. C. Tseng, Sun-Wei Liu, Cheng-Hung Tsai
      Pages 582-594

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, held in Singapore in November 2017.

The 20 full and 38 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers were organized in topical sections named: database and distributed machine learning; recommender system; social network and social media; machine learning; classification and clustering methods; behavior modeling and user profiling; bioinformatics and medical data analysis; spatio-temporal data; natural language processing and text mining; data mining applications; applications; and demos. 

Keywords

artificial intelligence machine learning data mining semantics social networks databases natural language processing text mining recommender systems behavior modeling internet world wide web neural networks data security computational linguistics support vector machines

Editors and affiliations

  1. 1.Nanyang Technological UniversitySingaporeSingapore
  2. 2.National Chiao Tung UniversityHsinchuTaiwan
  3. 3.Macquarie UniversitySydneyAustralia
  4. 4.Wuhan UniversityWuhanChina
  5. 5.Nanyang Technological UniversitySingaporeSingapore

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-69179-4
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-69178-7
  • Online ISBN 978-3-319-69179-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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