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© 2015

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
Conference proceedings PAKDD 2015
  • 213k Downloads

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

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

  • Book Title Advances in Knowledge Discovery and Data Mining
  • Book Subtitle 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II
  • Editors Tru Cao
    Ee-Peng Lim
    Zhi-Hua Zhou
    Tu-Bao Ho
    David Cheung
    Hiroshi Motoda
  • Series Title Lecture Notes in Computer Science
  • Series Abbreviated Title Lect.Notes Computer
  • 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 Computer Science (R0)
  • Softcover ISBN 978-3-319-18031-1
  • eBook ISBN 978-3-319-18032-8
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XXIX, 773
  • Number of Illustrations 237 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
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