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Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers

  • Wen-Chih Peng
  • Haixun Wang
  • James Bailey
  • Vincent S. Tseng
  • Tu Bao Ho
  • Zhi-Hua Zhou
  • Arbee L.P. Chen
Conference proceedings PAKDD 2014

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8643)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8643)

Table of contents

  1. Front Matter
    Pages I-XXI
  2. Data Analytics for Targeted Healthcare

    1. Front Matter
      Pages 1-1
    2. Yi-Zheng Chen, Hua-Kang Li, Yi Liu
      Pages 3-14
    3. Bo Xu, Tengpeng Li, Yi Luo, Ruotao Xu, Hongmin Cai
      Pages 15-21
    4. Tao Wang, Congyan Lang, Songhe Feng
      Pages 22-28
  3. Data Mining and Decision Analytics for Public Health and Wellness

    1. Front Matter
      Pages 37-37
    2. Alaa Shafaee, Hassan Issa, Stefan Agne, Stephan Baumann, Andreas Dengel
      Pages 50-61
  4. Biologically Inspired Techniques for Data Mining

    1. Front Matter
      Pages 63-63
    2. Congcong Li, Jing Sun, Yun Xiong, Guangyong Zheng
      Pages 65-76
    3. Peng Cheng, Jeng-Shyang Pan, Chun-Wei Lin
      Pages 87-99
    4. Seung Jae Lim, Shin Hyo Bang, Dae Seop Kim, Taeseon Yoon
      Pages 112-122
  5. Mobile Data Management, Mining, and Computing on Social Networks

    1. Front Matter
      Pages 123-123
    2. Yui-Chieh Teng, Jun-Zhe Wang, Jiun-Long Huang
      Pages 125-136
    3. Eric Hsueh-Chan Lu, Hui-Ju Hung
      Pages 137-148
    4. Yu-Jen Lin, Bo-Heng Chen, Kun-Ta Chuang, Chao-Chun Chen
      Pages 156-167
    5. Huei-Yu Lung, Chih-Heng Chung, Bi-Ru Dai
      Pages 168-180
    6. Chung-Hua Chu, Wen-Hsiang Chang
      Pages 194-198
    7. Chung-Hua Chu, Shu-Lin Wang, Bi-Chi Tseng
      Pages 199-203
    8. Zi-Yun Sun, Ming-Che Tsai, Hsiao-Ping Tsai
      Pages 204-215
  6. Big Data Science and Engineering on E-Commerce

    1. Front Matter
      Pages 217-217
    2. Yian Chen, Yuh-Ming Chiu, Song Han
      Pages 239-246
    3. Chu-Cheng Hsieh, Yoni Medoff, Naren Chittar
      Pages 247-254
  7. Cloud Service Discovery

    1. Front Matter
      Pages 255-255
    2. Tzu-Chi Huang, Ce-Kuen Shieh, Sheng-Wei Huang, Chui-Ming Chiu, Tyng-Yeu Liang
      Pages 257-268
    3. Lei Chen, Geng Yang, Zhengyu Chen, Fu Xiao, Xuxia Li
      Pages 269-278
  8. Mobile Sensing, Mining and Visualization for Human Behavior Inference

    1. Front Matter
      Pages 279-279
    2. John S. Kinnebrew, Daniel L. C. Mack, Gautam Biswas, Chih-Kai Chang
      Pages 281-292
    3. Yung-Hsiang Lin, Chien-Hsiang Lai, Po-Ruey Lei
      Pages 293-304
    4. Yu-Hsiang Peng, Gunarto Sindoro Njoo, Shou-Chun Li, Wen-Chih Peng
      Pages 305-317
    5. Yen-Hsuan Lin, Yi-Ta Chuang
      Pages 318-328
  9. Scalable Data Analytics: Theory and Applications

    1. Front Matter
      Pages 343-343
    2. Yi Liu, Huakang Li, Yizheng Chen
      Pages 345-356
    3. Xin Xin, Heyan Huang
      Pages 357-368
    4. Vincent J. Maccio, Fei Chiang, Douglas G. Down
      Pages 369-380
    5. Dawei Meng, Lizhi Wan, Lei Zhang
      Pages 381-392
    6. Panagiotis Moutafis, Ioannis A. Kakadiaris
      Pages 393-403
    7. Richard Kyle MacKinnon, Carson Kai-Sang Leung, Syed K. Tanbeer
      Pages 404-416
    8. Hai Qian, Shengwen Yang, Rahul Iyer, Xixuan Feng, Mark Wellons, Caleb Welton
      Pages 417-428
    9. Baljeet Malhotra, Daniel Dahlmeier, Naveen Nandan
      Pages 429-440
    10. Marwan Hassani, Ayman Tarakji, Lyubomir Georgiev, Thomas Seidl
      Pages 441-453
  10. Algorithms for Large-Scale Information Processing in Knowledge Discovery

    1. Front Matter
      Pages 455-455

Other volumes

  1. 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I
  2. 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II
  3. Trends and Applications in Knowledge Discovery and Data Mining
    PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers

About these proceedings

Introduction

This book constitutes the refereed proceedings at PAKDD Workshops 2014, held in conjunction with the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Tainan, Taiwan, in May 2014.

The 73 revised papers presented were carefully reviewed and selected from 179 submissions. The workshops affiliated with PAKDD 2014 include: Data Analytics for Targeted Healthcare, DANTH; Data Mining and Decision Analytics for Public Health and Wellness, DMDA-Health; Biologically Inspired Data Mining Techniques, BDM; Mobile Data Management, Mining, and Computing on Social Networks, MobiSocial; Big Data Science and Engineering on E-Commerce, BigEC; Cloud Service Discovery, CloudSD; Mobile Sensing, Mining and Visualization for Human Behavior Inferences, MSMV-HBI; Scalable Dats Analytics: Theory and Algorithms, SDA; Algorithms for Large-Scale Information Processing in Knowledge Discovery, ALSIP; Data Mining in Social Networks, SocNet; Data Mining in Biomedical Informatics and Healthcare, DMBIH; and Pattern Mining and Application of Big Data, BigPMA.

Keywords

Association Rule Mining Augmented Reality Big Data Bioinformatics Classification Cloud Computing Clustering Context-aware Dynamic Networks Genetic Algorithms Health Informatics Image Analysis Information Retrieval Machine Learning Parallel Computation Recommendation System Semantic Web Technologies Semi-supervised Learning Social Network Web Intelligence

Editors and affiliations

  • Wen-Chih Peng
    • 1
  • Haixun Wang
    • 2
  • James Bailey
    • 3
  • Vincent S. Tseng
    • 4
  • Tu Bao Ho
    • 5
  • Zhi-Hua Zhou
    • 6
  • Arbee L.P. Chen
    • 7
  1. 1.National Chiao Tung UniversityHsinchuTaiwan
  2. 2.Google ResearchMountain ViewUSA
  3. 3.University of MelbourneMelbourneAustralia
  4. 4.National Cheng Kung UniversityTainanTaiwan
  5. 5.Japan Advanced Institute of Science and TechnologyNomi CityJapan
  6. 6.Nanjing UniversityNanjingChina
  7. 7.National Chengchi UniversityTaipeiTaiwan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-13186-3
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-13185-6
  • Online ISBN 978-3-319-13186-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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