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

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
  • About this book