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Advances in Knowledge Discovery and Data Mining

15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part II

  • Joshua Zhexue Huang
  • Longbing Cao
  • Jaideep Srivastava
Conference proceedings PAKDD 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6635)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6635)

Table of contents

  1. Front Matter
  2. Graph Mining

    1. Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou
      Pages 1-12
    2. U Kang, Brendan Meeder, Christos Faloutsos
      Pages 13-25
    3. Yasuo Tabei, Daisuke Okanohara, Shuichi Hirose, Koji Tsuda
      Pages 26-37
    4. Yasuhiro Fujiwara, Makoto Onizuka, Masaru Kitsuregawa
      Pages 38-50
    5. Rajul Anand, Chandan K. Reddy
      Pages 51-62
  3. Social Network/Online Analysis

  4. Time Series Analysis

    1. Krisztian Buza, Alexandros Nanopoulos, Lars Schmidt-Thieme
      Pages 149-160
    2. Michał Lewandowski, Dimitrios Makris, Jean-Christophe Nebel
      Pages 173-184
  5. Sequence Analysis

    1. Yasuhiro Urabe, Kenji Yamanishi, Ryota Tomioka, Hiroki Iwai
      Pages 185-197
    2. Yan Zhou, Meador Inge, Murat Kantarcioglu
      Pages 198-209
    3. Muhammad Muzammal, Rajeev Raman
      Pages 210-221
    4. Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda
      Pages 222-233
    5. Atsuyoshi Nakamura, Mineichi Kudo
      Pages 234-245
  6. Outlier Detection

    1. Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma
      Pages 246-257
    2. Hao Huang, Qinming He, Jiangfeng He, Lianhang Ma
      Pages 258-269
    3. Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Xiaoqin Zhang, Ou Wu
      Pages 270-283
    4. Flora S. Tsai, Yi Zhang
      Pages 284-295
    5. Timothy M. Hospedales, Shaogang Gong, Tao Xiang
      Pages 296-308
  7. Imbalanced Data Analysis

    1. Xiannian Fan, Ke Tang, Thomas Weise
      Pages 309-320
    2. Pengyi Yang, Zili Zhang, Bing B. Zhou, Albert Y. Zomaya
      Pages 333-344
  8. Agent Mining

    1. Maya Wardeh, Frans Coenen, Trevor Bench-Capon, Adam Wyner
      Pages 357-369
    2. Chao Luo, Yanchang Zhao, Dan Luo, Chengqi Zhang, Wei Cao
      Pages 370-381
  9. Evaluation (Similarity, Ranking, Query)

    1. Tias Guns, Siegfried Nijssen, Luc De Raedt
      Pages 382-394
    2. Jun Du, Charles X. Ling
      Pages 395-406
    3. Pei Li, Jeffrey Xu Yu, Hongyan Liu, Jun He, Xiaoyong Du
      Pages 407-419
    4. Yifeng Zeng, Xian He, Yanping Xiang, Hua Mao
      Pages 420-431
    5. Cláudio Rebelo de Sá, Carlos Soares, Alípio Mário Jorge, Paulo Azevedo, Joaquim Costa
      Pages 432-443
    6. Stephan Günnemann, Hardy Kremer, Charlotte Laufkötter, Thomas Seidl
      Pages 444-456
    7. Ghita Berrada, Ander de Keijzer
      Pages 457-468
    8. Aditya Desai, Himanshu Singh, Vikram Pudi
      Pages 469-481
    9. Ning Gao, Zhi-Hong Deng, Hang Yu, Jia-Jian Jiang
      Pages 482-492
    10. Marc Segond, Christian Borgelt
      Pages 493-505
  10. Applications

    1. Bo Wang, Zhaonan Li, Jie Tang, Kuo Zhang, Songcan Chen, Liyun Ru
      Pages 506-518
    2. Colin DeLong, Nishith Pathak, Kendrick Erickson, Eric Perrino, Kyong Shim, Jaideep Srivastava
      Pages 519-531
    3. Dan He, D. S. Parker
      Pages 532-543
  11. Back Matter

Other volumes

  1. 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part I
  2. Advances in Knowledge Discovery and Data Mining
    15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part II
  3. PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers

About these proceedings

Introduction

The two-volume set LNAI 6634 and 6635 constitutes the refereed proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2011, held in Shenzhen, China in May 2011.

The total of 32 revised full papers and 58 revised short papers were carefully reviewed and selected from 331 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, machine learning, artificial intelligence and pattern recognition, data warehousing and databases, statistics, knoweldge engineering, behavior sciences, visualization, and emerging areas such as social network analysis.

Keywords

association rule mining classification clustering data analysis sequence analysis statistical learning text mining

Editors and affiliations

  • Joshua Zhexue Huang
    • 1
  • Longbing Cao
    • 2
  • Jaideep Srivastava
    • 3
  1. 1.Shenzhen Institutes of Advanced Technology (SIAT)Chinese Academy of SciencesShenzhenChina
  2. 2.Faculty of Engineering and Information Technology, Center for Quantum Computation and Intelligent Systems, Data Sciences and Knowledge Discovery LabUniversity of Technology SydneySydneyAustralia
  3. 3.Department of Computer Science and EngineeringUniversity of MinnesotaMinneapolisUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-20847-8
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-20846-1
  • Online ISBN 978-3-642-20847-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site