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© 2020

Advances in Knowledge Discovery and Data Mining

24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II

  • Hady W. Lauw
  • Raymond Chi-Wing Wong
  • Alexandros Ntoulas
  • Ee-Peng Lim
  • See-Kiong Ng
  • Sinno Jialin Pan
Conference proceedings PAKDD 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12085)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12085)

Table of contents

  1. Front Matter
    Pages i-xxxviii
  2. Mining Sequential Data

    1. Front Matter
      Pages 1-1
    2. Andre Mendes, Julian Togelius, Leandro dos Santos Coelho
      Pages 3-16
    3. Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
      Pages 17-30
    4. Redwan Ahmed Rizvee, Mohammad Fahim Arefin, Chowdhury Farhan Ahmed
      Pages 44-56
    5. Ajitesh Srivastava, Ta-Yang Wang, Pengmiao Zhang, Cesar Augusto F. De Rose, Rajgopal Kannan, Viktor K. Prasanna
      Pages 57-68
  3. Mining Imbalanced Data

    1. Front Matter
      Pages 69-69
    2. Md. Eusha Kadir, Pritom Saha Akash, Sadia Sharmin, Amin Ahsan Ali, Mohammad Shoyaib
      Pages 71-83
    3. Jiawen Kong, Thiago Rios, Wojtek Kowalczyk, Stefan Menzel, Thomas Bäck
      Pages 84-96
  4. Association

    1. Front Matter
      Pages 97-97
    2. Philippe Fournier-Viger, Yanjun Yang, Jerry Chun-Wei Lin, Jaroslav Frnda
      Pages 99-111
    3. Alexandre Millot, Rémy Cazabet, Jean-François Boulicaut
      Pages 112-124
  5. Privacy and Security

    1. Front Matter
      Pages 125-125
    2. Zhaoxin Huan, Yulong Wang, Xiaolu Zhang, Lin Shang, Chilin Fu, Jun Zhou
      Pages 127-138
    3. Thilina Ranbaduge, Peter Christen, Rainer Schnell
      Pages 139-151
    4. Leyla Roohi, Benjamin I. P. Rubinstein, Vanessa Teague
      Pages 152-163
    5. Tuan Nguyen, Trung Le, Khanh Nguyen, Olivier de Vel, Paul Montague, John Grundy et al.
      Pages 164-177
    6. Junyao Huang, Chenhui Lu, Guolou Ping, Lin Sun, Xiaojun Ye
      Pages 178-190
    7. Masooma Iftikhar, Qing Wang, Yu Lin
      Pages 191-203

Other volumes

  1. 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part I
  2. Advances in Knowledge Discovery and Data Mining
    24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II
  3. PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers

About these proceedings

Introduction

The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic.

The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.

Keywords

artificial intelligence classification clustering algorithms computational linguistics computer networks computer systems computer vision data mining data security databases image analysis image processing image reconstruction image segmentation machine learning Natural Language Processing (NLP) network protocols neural networks signal detection signal processing

Editors and affiliations

  1. 1.School of Information SystemsSingapore Management UniversitySingaporeSingapore
  2. 2.Department of Computer Science and EngineeringHong Kong University of Science and TechnologyHong KongHong Kong
  3. 3.Department of Informatics and TelecommunicationsNational and Kapodistrian University of AthensAthensGreece
  4. 4.School of Information SystemsSingapore Management UniversitySingaporeSingapore
  5. 5.Institute of Data ScienceNational University of SingaporeSingaporeSingapore
  6. 6.School of Computer Science and EngineeringNanyang Technological UniversitySingaporeSingapore

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