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Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14–17, 2019, Revised Selected Papers

  • Leong Hou U.
  • Hady W. Lauw
Conference proceedings PAKDD 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11607)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11607)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. The 14th Pacific Asia Workshop on Intelligence and Security Informatics (PAISI 2019)

  3. PAKDD 2019 Workshop on Weakly Supervised Learning: Progress and Future (WeL 2019)

    1. Front Matter
      Pages 57-57
    2. Sadaqat ur Rehman, Yongfeng Huang, Shanshan Tu, Basharat Ahmad
      Pages 65-76
    3. Yan Zhou, Murat Kantarcioglu, Bowei Xi
      Pages 77-89
    4. Yunyun Wang, Dan Zhao, Yun Li, Kejia Chen, Hui Xue
      Pages 90-102
  4. Learning Data Representation for Clustering (LDRC 2019)

    1. Front Matter
      Pages 103-103
    2. Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille
      Pages 105-116
    3. Abdelkader Berrouachedi, Rakia Jaziri, Gilles Bernard
      Pages 117-129
    4. Dina Faneva Andriantsiory, Mustapha Lebbah, Hanane Azzag, Gael Beck
      Pages 130-138
  5. The 8th Workshop on Biologically-Inspired Techniques for Knowledge Discovery and Data Mining (BDM 2019)

    1. Front Matter
      Pages 151-151
    2. Tinglin Huang, Yulin He, Dexin Dai, Wenting Wang, Joshua Zhexue Huang
      Pages 153-163
    3. Xianchao Zhang, Peixu Gao, Maohua Sun, Linlin Zong, Bo Xu
      Pages 164-178
    4. Hafiz Suliman Munawar, Ji Zhang, Hongzhou Li, Deqing Mo, Liang Chang
      Pages 189-200
    5. Hai Huang, Senlin Cheng, Zhong Hong, Liutong Xu
      Pages 214-222
    6. Hai Huang, Senlin Cheng, Liutong Xu
      Pages 223-231
    7. Changliang Li, Changsong Li, Pengyuan Liu
      Pages 232-242
    8. Changliang Li, Hailiang Wang, Saike He
      Pages 243-254
  6. The 1st Pacific Asia Workshop on Deep Learning for Knowledge Transfer (DLKT 2019)

    1. Front Matter
      Pages 255-255
    2. Chaohui Yu, Jindong Wang, Yiqiang Chen, Zijing Wu
      Pages 257-273
    3. Kei Yonekawa, Hao Niu, Mori Kurokawa, Arei Kobayashi, Daichi Amagata, Takuya Maekawa et al.
      Pages 274-285
    4. Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram
      Pages 286-297
    5. Ting Tuo, Huifang Ma, Haijiao Liu, Jiahui Wei
      Pages 311-321
    6. Qiong Wu, Xuan Ou, Jianjun Yu, Heliang Yuan
      Pages 341-351
  7. Back Matter
    Pages 365-366

Other volumes

  1. 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I
  2. 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part II
  3. 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III
  4. Trends and Applications in Knowledge Discovery and Data Mining
    PAKDD 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14–17, 2019, Revised Selected Papers

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, in Macau, China, in April 2019.

The 31 revised papers presented were carefully reviewed and selected from a total of 52 submissions. They stem from the following workshops:

·         PAISI 2019: 14th Pacific Asia Workshop on Intelligence and Security Informatics

·         WeL 2019: PAKDD 2019 Workshop on Weakly Supervised Learning: Progress and Future

·         LDRC 2019: PAKDD 2019 Workshop on Learning Data Representation for Clustering

·         BDM 2019: 8th Workshop on Biologically-inspired Techniques for Knowledge Discovery and Data Mining

·         DLKT 2019: 1st Pacific Asia Workshop on Deep Learning for Knowledge Transfer

Keywords

artificial intelligence behavioral research classification clustering clustering algorithms databases image processing image reconstruction image segmentation internet Natural Language Processing (NLP) neural networks optical character recognition semantics signal detection signal processing social networking social networks user behaviors World Wide Web

Editors and affiliations

  • Leong Hou U.
    • 1
  • Hady W. Lauw
    • 2
  1. 1.University of MacauMacaoChina
  2. 2.Singapore Management UniversitySingaporeSingapore

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-26142-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-26141-2
  • Online ISBN 978-3-030-26142-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site