Advances in Knowledge Discovery and Data Mining

16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II

  • Pang-Ning Tan
  • Sanjay Chawla
  • Chin Kuan Ho
  • James Bailey
Conference proceedings PAKDD 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7302)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7302)

Table of contents

  1. Front Matter
  2. Pattern Mining: Networks, Graphs, Time-Series and Outlier Detection

    1. Hai-Long Nguyen, Yew-Kwong Woon, Wee-Keong Ng, Li Wan
      Pages 1-12
    2. Hanen Brahmi, Imen Brahmi, Sadok Ben Yahia
      Pages 13-24
    3. Jierui Xie, Boleslaw K. Szymanski
      Pages 25-36
    4. Yun Sing Koh, Russel Pears, Gillian Dobbie
      Pages 37-48
    5. Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichirou Mizusaki, Masayuki Numao
      Pages 49-60
    6. Rong Lu, Zhiheng Xu, Yang Zhang, Qing Yang
      Pages 73-84
    7. Leman Akoglu, Pedro O. S. Vaz de Melo, Christos Faloutsos
      Pages 85-96
    8. Rui Yan, Zi Yuan, Xiaojun Wan, Yan Zhang, Xiaoming Li
      Pages 97-108
    9. Bingyue Peng, Yujing Wang, Jian-Tao Sun
      Pages 109-120
    10. Arpan Chaudhury, Partha Basuchowdhuri, Subhashis Majumder
      Pages 121-132
    11. P. Gowtham Srinivas, P. Krishna Reddy, S. Bhargav, R. Uday Kiran, D. Satheesh Kumar
      Pages 133-144
    12. Juang-Lin Duan, Shashi Prasad, Jen-Wei Huang
      Pages 145-156
    13. Hugo Alatrista Salas, Sandra Bringay, Frédéric Flouvat, Nazha Selmaoui-Folcher, Maguelonne Teisseire
      Pages 157-168
    14. Pierre-Nicolas Mougel, Christophe Rigotti, Olivier Gandrillon
      Pages 181-192
    15. Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton et al.
      Pages 193-204
    16. Kai Liu, William K. Cheung, Jiming Liu
      Pages 205-217
    17. Alice Marascu, Suleiman A. Khan, Themis Palpanas
      Pages 218-230
    18. Chiraz Trabelsi, Nader Jelassi, Sadok Ben Yahia
      Pages 231-242
    19. Jason Robinson, Margaret Lonergan, Lisa Singh, Allison Candido, Mehmet Sayal
      Pages 243-255
    20. Sen Wu, Jie Tang, Bo Gao
      Pages 256-267
  3. Data Manipulation: Pre-processing and Dimension Reduction

    1. Mohammed Kayed
      Pages 268-279
    2. Maoqiang Xie, Taehyun Hwang, Rui Kuang
      Pages 292-303
    3. Guangtao Wang, Qinbao Song
      Pages 304-321
    4. Carson Kai-Sang Leung, Fan Jiang
      Pages 322-334
    5. Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis
      Pages 359-370
    6. Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw
      Pages 395-406
    7. Can Wang, Mingchun Wang, Zhong She, Longbing Cao
      Pages 407-418
  4. Back Matter

Other volumes

  1. 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I
  2. Advances in Knowledge Discovery and Data Mining
    16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II
  3. PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Revised Selected Papers

About these proceedings


The two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.


active learning constraint-based clustering knowledge discovery recommender systems topic model

Editors and affiliations

  • Pang-Ning Tan
    • 1
  • Sanjay Chawla
    • 2
  • Chin Kuan Ho
    • 3
  • James Bailey
    • 4
  1. 1.Department of Computer Science and EngineeringMichigan State UniversityEast LansingUSA
  2. 2.School of Information TechnologiesUniversity of SydneySydneyAustralia
  3. 3.Faculty of Computing and Informatics, Jalan MultimediaMultimedia UniversityCyberjayaMalaysia
  4. 4.Department of Computing and Information SystemsThe University of MelbourneMelbourneAustralia

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-642-30219-0
  • Online ISBN 978-3-642-30220-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site