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Advances in Knowledge Discovery and Data Mining

19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I

  • Tru Cao
  • Ee-Peng Lim
  • Zhi-Hua Zhou
  • Tu-Bao Ho
  • David Cheung
  • Hiroshi Motoda

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9077)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9077)

Table of contents

  1. Front Matter
    Pages I-XXX
  2. Social Networks and Social Media

    1. Front Matter
      Pages 1-1
    2. Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
      Pages 3-15
    3. Chaolun Xia, Jun Hu, Yan Zhu, Mor Naaman
      Pages 16-32
    4. Fangbing Liu, Shu-Tao Xia
      Pages 33-44
    5. Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Ming-Syan Chen
      Pages 45-57
    6. Qianyi Zhan, Jiawei Zhang, Senzhang Wang, Philip S. Yu, Junyuan Xie
      Pages 58-69
    7. Chung-Kuang Chou, Ming-Syan Chen
      Pages 70-81
    8. Shuyang Lin, Qingbo Hu, Guan Wang, Philip S. Yu
      Pages 82-95
    9. Zhilin Luo, Yue Wang, Xintao Wu, Wandong Cai, Ting Chen
      Pages 96-107
    10. Koustav Rudra, Abhijnan Chakraborty, Manav Sethi, Shreyasi Das, Niloy Ganguly, Saptarshi Ghosh
      Pages 108-121
    11. Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Christos Faloutsos, Athena Vakali
      Pages 122-134
    12. Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda
      Pages 135-147
  3. Classification

    1. Front Matter
      Pages 149-149
    2. Naresh Manwani, Kalpit Desai, Sanand Sasidharan, Ramasubramanian Sundararajan
      Pages 151-163
    3. Chonglin Sun, Chunting Zhou, Bo Jin, Francis C. M. Lau
      Pages 164-175
    4. Hebin Yang, Qinmin Hu, Liang He
      Pages 188-198
    5. Yu-Feng Lin, Hsuan-Hsu Chen, Vincent S. Tseng, Jian Pei
      Pages 199-211
    6. Rumeng Li, Hiroyuki Shindo
      Pages 212-225
    7. Budhaditya Saha, Sunil K. Gupta, Svetha Venkatesh
      Pages 226-238
    8. Chengsheng Mao, Bin Hu, Philip Moore, Yun Su, Manman Wang
      Pages 239-250
    9. Xusheng Ai, Jian Wu, Victor S. Sheng, Pengpeng Zhao, Yufeng Yao, Zhiming Cui
      Pages 251-263
    10. Reid A. Johnson, Troy Raeder, Nitesh V. Chawla
      Pages 264-276
    11. Phuoc Nguyen, Dat Tran
      Pages 277-288
  4. Machine Learning

    1. Front Matter
      Pages 301-301
    2. Sunil Kumar Gupta, Santu Rana, Dinh Phung, Svetha Venkatesh
      Pages 303-316
    3. Chen Fang, Daniel N. Rockmore
      Pages 317-329
    4. Vu Nguyen, Dinh Phung, Svetha Venkatesh, Hung H. Bui
      Pages 330-342
    5. Viet Huynh, Dinh Phung, Long Nguyen, Svetha Venkatesh, Hung H. Bui
      Pages 343-354
    6. Khoi-Nguyen Tran, Peter Christen, Scott Sanner, Lexing Xie
      Pages 380-391
    7. Tian Tian, Jun Zhu
      Pages 392-404
    8. Yulin He, Joshua Zhexue Huang, Xizhao Wang, Rana Aamir Raza
      Pages 405-417
    9. Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
      Pages 442-455
  5. Applications

    1. Front Matter
      Pages 457-457
    2. Nguyen Lu Dang Khoa, Bang Zhang, Yang Wang, Wei Liu, Fang Chen, Samir Mustapha et al.
      Pages 459-471
    3. Le Wu, Yin Zhu, Nicholas Jing Yuan, Enhong Chen, Xing Xie, Yong Rui
      Pages 472-485
    4. Xiaoting Wang, Christopher Leckie, Hairuo Xie, Tharshan Vaithianathan
      Pages 486-497
    5. Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser et al.
      Pages 511-524
    6. Mohammad M. Masud, Ameera Al-Shehhi, Eiman Al-Shamsi, Shamma Al-Hassani, Asmaa Al-Hamoudi, Latifur Khan
      Pages 525-537
    7. Greg Harris, Anand Panangadan, Viktor K. Prasanna
      Pages 538-549
    8. Adham Beykikhoshk, Ognjen Arandjelović, Svetha Venkatesh, Dinh Phung
      Pages 550-562
    9. Xiao Xiao, Yong Ge, Yunchang Guo, Danhuai Guo, Yi Shen, Yuanchun Zhou et al.
      Pages 563-575
    10. Guowei Ma, Qi Liu, Le Wu, Enhong Chen
      Pages 576-590

Other volumes

  1. Advances in Knowledge Discovery and Data Mining
    19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
  2. 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II

About these proceedings

Introduction

This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015.

The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional, and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations.

Keywords

classification clustering collaborative computing data streams factorization methods information retrieval kernel methods learning paradigms machine learning machine learning algorithms probabilistic reasoning recommender systems retrieval tasks and goals sentiment analysis social computing social networks supervised learning temporal data uncertainty unsupervised learning

Editors and affiliations

  • Tru Cao
    • 1
  • Ee-Peng Lim
    • 2
  • Zhi-Hua Zhou
    • 3
  • Tu-Bao Ho
    • 4
  • David Cheung
    • 5
  • Hiroshi Motoda
    • 6
  1. 1.Ho Chi Minh City University of TechnologyHo Chi Minh CityVietnam
  2. 2.Singapore Management UniversitySingaporeSingapore
  3. 3.Nanjing UniversityNanjingChina
  4. 4.Japan Advanced Institute of Science and TechnologyNomi CityJapan
  5. 5.University of Hong KongHong KongHong Kong SAR
  6. 6.Osaka UniversityOsakaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-18038-0
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-18037-3
  • Online ISBN 978-3-319-18038-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site