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© 2021

Advances in Knowledge Discovery and Data Mining

25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part II

  • Kamal Karlapalem
  • Hong Cheng
  • Naren Ramakrishnan
  • R. K. Agrawal
  • P. Krishna Reddy
  • Jaideep Srivastava
  • Tanmoy Chakraborty
Conference proceedings PAKDD 2021
  • 20k Downloads

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12713)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12713)

Table of contents

  1. Recommender Systems

    1. Bin Hao, Min Zhang, Cheng Guo, Weizhi Ma, Yiqun Liu, Shaoping Ma
      Pages 461-472
    2. Edgar Ceh-Varela, Huiping Cao, Tuan Le
      Pages 473-484
    3. Mao-Lin Li, K. Selçuk Candan
      Pages 485-497
    4. Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima
      Pages 498-509
    5. Sajal Halder, Kwan Hui Lim, Jeffrey Chan, Xiuzhen Zhang
      Pages 510-523
    6. Tianqi Shang, Xinxin Li, Xiaoyu Shi, Qingxian Wang
      Pages 524-536
    7. Kai Deng, Jiajin Huang, Jin Qin
      Pages 537-548
    8. Antônio David Viniski, Jean Paul Barddal, Alceu de Souza Britto Jr.
      Pages 549-560
    9. Shalini Pandey, George Karypis, Jaideep Srivasatava
      Pages 561-574
    10. Xuan Li, Yunfeng Wu, Li Zhang
      Pages 575-587
    11. Junruo Gao, Mengyue Yang, Yuyang Liu, Jun Li
      Pages 588-599
    12. Thilina Thanthriwatta, David S. Rosenblum
      Pages 612-624
  2. Text Analytics

    1. Front Matter
      Pages 625-625
    2. Chengcheng Mai, Xueming Qiu, Kaiwen Luo, Min Chen, Bo Zhao, Yihua Huang
      Pages 640-651
    3. Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin
      Pages 652-663
    4. Ruizhuo Zhao, Jinhua Gao, Huawei Shen, Xueqi Cheng
      Pages 664-675
    5. Zehua Zeng, Neng Gao, Cong Xue, Chenyang Tu
      Pages 690-702

Other volumes

  1. PAKDD 2021 Workshops, WSPA, MLMEIN, SDPRA, DARAI, and AI4EPT, Delhi, India, May 11, 2021 Proceedings
  2. 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I
  3. Advances in Knowledge Discovery and Data Mining
    25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part II
  4. 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part III

About these proceedings

Introduction

The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.

The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows:

Part I: Applications of knowledge discovery and data mining of specialized data;

Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics;

Part III: Representation learning and embedding, and learning from data.

Keywords

computational advertising data mining deep learning dimensionality reductino graph analysis image analysis information retrieval interpretability machine learning matrix and tensor methods meta-learning mining sequences multimedia natural languages probabilistic and statistical methods reinforcement learning robustness security and privacy signal processing time series

Editors and affiliations

  1. 1.IIIT, HyderabadHyderabadIndia
  2. 2.Chinese University of Hong KongShatinHong Kong
  3. 3.Virginia TechArlingtonUSA
  4. 4.Jawaharlal Nehru UniversityNew DelhiIndia
  5. 5.IIIT HyderabadHyderabadIndia
  6. 6.University of MinnesotaMinneapolisUSA
  7. 7.IIIT DelhiNew DelhiIndia

Bibliographic information