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© 2014

Advances in Knowledge Discovery and Data Mining

18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I

  • Vincent S. Tseng
  • Tu Bao Ho
  • Zhi-Hua Zhou
  • Arbee L. P. Chen
  • Hung-Yu Kao
Conference proceedings PAKDD 2014

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8443)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8443)

Table of contents

  1. Classification

    1. Jia Wu, Xingquan Zhu, Chengqi Zhang, Zhihua Cai
      Pages 237-248
    2. Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell et al.
      Pages 249-260
    3. Peng Wang, Peng Zhang, Yanan Cao, Li Guo, Bingxing Fang
      Pages 261-272
    4. Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu
      Pages 273-285
    5. Lucas Rego Drumond, Lars Schmidt-Thieme, Christoph Freudenthaler, Artus Krohn-Grimberghe
      Pages 286-297
    6. Zhankun Huang, Shenghua Liu, Pan Du, Xueqi Cheng
      Pages 298-309
  2. Graph and Network Mining

    1. Ting Guo, Xingquan Zhu
      Pages 323-336
    2. Hai-Tao Yu, Fuji Ren
      Pages 337-347
    3. U. Kang, Jay-Yoon Lee, Danai Koutra, Christos Faloutsos
      Pages 348-361
    4. Jeffrey Chan, Nguyen Xuan Vinh, Wei Liu, James Bailey, Christopher A. Leckie, Kotagiri Ramamohanarao et al.
      Pages 362-373
    5. Yibin Lin, Agha Ali Raza, Jay-Yoon Lee, Danai Koutra, Roni Rosenfeld, Christos Faloutsos
      Pages 386-397
    6. Farnaz Moradi, Tomas Olovsson, Philippas Tsigas
      Pages 398-409
    7. Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos
      Pages 410-421
    8. N. N. R. Ranga Suri, M. Narasimha Murty, G. Athithan
      Pages 422-433
  3. Applications

    1. Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang
      Pages 434-446
    2. Cheng Luo, Xiongcai Cai, Nipa Chowdhury
      Pages 461-472
    3. Liang Chen, Yilun Wang, Tingting Liang, Lichuan Ji, Jian Wu
      Pages 473-484

Other volumes

  1. Advances in Knowledge Discovery and Data Mining
    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. 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

The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.

Keywords

Web and social media search clustering and classification data streaming machine learning neural networks probabilistic reasoning recommender systems social networks supervised learning text classification

Editors and affiliations

  • Vincent S. Tseng
    • 1
  • Tu Bao Ho
    • 2
  • Zhi-Hua Zhou
    • 3
  • Arbee L. P. Chen
    • 4
  • Hung-Yu Kao
    • 1
  1. 1.National Cheng Kung UniversityTainanR.O.C.
  2. 2.Japan Advanced Institute of Science and TechnologyNomiJapan
  3. 3.Nanjing UniversityChina
  4. 4.National Chengchi UniversityTaipeiR.O.C.

Bibliographic information

  • Book Title Advances in Knowledge Discovery and Data Mining
  • Book Subtitle 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I
  • Editors Vincent S. Tseng
    Tu Bao Ho
    Zhi-Hua Zhou
    Arbee L.P. Chen
    Hung-Yu Kao
  • Series Title Lecture Notes in Computer Science
  • DOI https://doi.org/10.1007/978-3-319-06608-0
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-3-319-06607-3
  • eBook ISBN 978-3-319-06608-0
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XXX, 622
  • Number of Illustrations 206 b/w illustrations, 0 illustrations in colour
  • Topics Data Mining and Knowledge Discovery
    Artificial Intelligence
    Information Storage and Retrieval
  • Buy this book on publisher's site