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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 II

  • 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 9078)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9078)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. Opinion Mining and Sentiment Analysis

    1. Front Matter
      Pages 1-1
    2. Changliang Li, Bo Xu, Gaowei Wu, Saike He, Guanhua Tian, Yujun Zhou
      Pages 15-26
    3. Nir Ofek, Gilad Katz, Bracha Shapira, Yedidya Bar-Zev
      Pages 27-38
    4. Xun Wang, Katsuhito Sudoh, Masaaki Nagata
      Pages 39-51
  3. Clustering

    1. Front Matter
      Pages 77-77
    2. Peng Wang, Chuan Zhou, Peng Zhang, Weiwei Feng, Li Guo, Binxing Fang
      Pages 79-91
    3. Cheng Li, Santu Rana, Dinh Phung, Svetha Venkatesh
      Pages 92-105
    4. Yisroel Mirsky, Bracha Shapira, Lior Rokach, Yuval Elovici
      Pages 119-133
    5. Mohammed Ghesmoune, Mustapha Lebbah, Hanene Azzag
      Pages 134-145
    6. Alfredo Cuzzocrea
      Pages 146-161
  4. Outlier and Anomaly Detection

    1. Front Matter
      Pages 163-163
    2. Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin
      Pages 165-176
    3. Zhaoxing Li, Xianchao Zhang, Hua Shen, Wenxin Liang, Zengyou He
      Pages 177-188
    4. Trung Le, Dinh Phung, Khanh Nguyen, Svetha Venkatesh
      Pages 189-200
    5. Maria Giatsoglou, Despoina Chatzakou, Neil Shah, Alex Beutel, Christos Faloutsos, Athena Vakali
      Pages 201-214
    6. Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie
      Pages 215-227
    7. Jiawei Luo, Chengchen Liu, Hoang Tu Nguyen
      Pages 228-239
  5. Mining Uncertain and Imprecise Data

    1. Front Matter
      Pages 241-241
    2. Jiaqi Ge, Yuni Xia, Jian Wang
      Pages 243-254
    3. Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima
      Pages 255-267
    4. Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
      Pages 293-304
  6. Mining Temporal and Spatial Data

    1. Front Matter
      Pages 317-317
    2. Michael Horton, Joachim Gudmundsson, Sanjay Chawla, Joël Estephan
      Pages 319-330
    3. Shivapratap Gopakumar, Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
      Pages 331-343
    4. Lei Lv, Meng Chen, Yang Liu, Xiaohui Yu
      Pages 357-369
    5. Wenxin Yang, Xin Wang, Seyyed Mohammadreza Rahimi, Jun Luo
      Pages 370-382
    6. Ahsanul Haque, Latifur Khan, Michael Baron
      Pages 383-394
  7. Mining Temp oral and Spatial Data

    1. Front Matter
      Pages 395-395
    2. Wenbin Qian, Wenhao Shu, Jun Yang, Yinglong Wang
      Pages 397-408
    3. Nguyen Xuan Vinh, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
      Pages 422-434
    4. Hoai An Le Thi, Duy Nhat Phan
      Pages 435-446
    5. Immanuel Bayer, Uwe Nagel, Steffen Rendle
      Pages 447-458
    6. Thanh-Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li
      Pages 459-470
  8. Mining Heterogeneous, High Dimensional, and Sequential Data

    1. Front Matter
      Pages 471-471
    2. Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao
      Pages 473-484
    3. Weixiang Shao, Lifang He, Philip S. Yu
      Pages 485-497
    4. Seiya Tokui, Issei Sato, Hiroshi Nakagawa
      Pages 498-509
    5. Yi Zheng, Qi Liu, Enhong Chen, J. Leon Zhao, Liang He, Guangyi Lv
      Pages 534-546

Other volumes

  1. 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
  2. Advances in Knowledge Discovery and Data Mining
    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.The University of Hong KongHong KongHong Kong SAR
  6. 6.Osaka UniversityOsakaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-18032-8
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-18031-1
  • Online ISBN 978-3-319-18032-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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