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Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers

  • U Kang
  • Ee-Peng Lim
  • Jeffrey Xu Yu
  • Yang-Sae Moon
Conference proceedings PAKDD 2017

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10526)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10526)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. MLSDA

    1. Front Matter
      Pages 1-1
    2. Vincent S. Tseng, Huai-Shuo Huang, Chia-Wei Huang, Ping-Feng Wang, Chu-Feng Li
      Pages 3-14
    3. Robert Dunne, Dave Henry, Richard Rawnsley, Ashfaqur Rahman
      Pages 15-25
    4. Ashfaqur Rahman, Philip Smethurst, Michael Attard, Rob Dunne
      Pages 51-55
  3. BDM

    1. Front Matter
      Pages 57-57
    2. Cagatay Catal, Akhan Akbulut, Ecem Ekenoglu, Meltem Alemdaroglu
      Pages 59-67
    3. Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi
      Pages 68-78
    4. Li Ni, Wenjian Luo, Chenyang Bu, Yamin Hu
      Pages 79-93
    5. Jiajun Cheng, Pei Li, Xin Zhang, Zhaoyun Ding, Hui Wang
      Pages 94-103
    6. Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke
      Pages 104-115
    7. Hao Long, Yulin He, Joshua Zhexue Huang, Qiang Wang
      Pages 116-128
  4. DM-BPM

    1. Front Matter
      Pages 149-149
    2. Robert Andrews, Moe Wynn
      Pages 151-162
    3. Karamjit Singh, Garima Gupta, Gautam Shroff, Puneet Agarwal
      Pages 163-175
    4. Xianchao Zhang, Daoyuan Sun, Yuangang Li, Han Liu, Wenxin Liang
      Pages 176-188
    5. Xianchao Zhang, Heng Shi, Yuangang Li, Wenxin Liang
      Pages 189-201
  5. Back Matter
    Pages 203-203

Other volumes

  1. 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I
  2. 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II
  3. Trends and Applications in Knowledge Discovery and Data Mining
    PAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2017, held in conjunction with PAKDD, the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining in May 2017 in Jeju, South Korea. The 17 revised papers presented were carefully reviewed and selected from 38 submissions. The workshops affiliated with PAKDD 2017 include: Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Workshop on Biologically Inspired Data Mining Techniques (BDM), Pacific Asia Workshop on Intelligence and Security Informatics (PAISI), and Workshop on Data Mining in Business Process Management (DM-BPM).

Keywords

Machine learning theory Machine learning Classification and regression tree Unsupervised learning Computational biology Biology-related information processing Systems biology Business intelligence Business process management Feature extraction and selection

Editors and affiliations

  1. 1.Seoul National UniversitySeoulKorea (Republic of)
  2. 2.School of Information SystemsSingapore Management UniversitySingaporeSingapore
  3. 3.Chinese University of Hong KongHong KongChina
  4. 4.Kangwon National UniversityChuncheonKorea (Republic of)

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-67274-8
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-67273-1
  • Online ISBN 978-3-319-67274-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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