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Advances in Knowledge Discovery and Data Mining

23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I

  • Qiang Yang
  • Zhi-Hua Zhou
  • Zhiguo Gong
  • Min-Ling Zhang
  • Sheng-Jun Huang
Conference proceedings PAKDD 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11439)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11439)

Table of contents

  1. Front Matter
    Pages i-xl
  2. Classification and Supervised Learning

    1. Front Matter
      Pages 1-1
    2. Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen et al.
      Pages 3-14
    3. Sandhya Tripathi, Nandyala Hemachandra
      Pages 15-28
    4. Md. Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang
      Pages 29-41
    5. Shuoran Jiang, Yarui Chen, Zhifei Qin, Jucheng Yang, Tingting Zhao, Chuanlei Zhang
      Pages 42-54
    6. Riccardo Guidotti, Anna Monreale, Leonardo Cariaggi
      Pages 55-68
    7. Tim Leathart, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes
      Pages 69-80
    8. Tim Leathart, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes
      Pages 81-93
  3. Text and Opinion Mining

    1. Front Matter
      Pages 95-95
    2. Yakun Wang, Zhongbao Zhang, Sen Su, Muhammad Azam Zia
      Pages 97-109
    3. Yongchun Zhu, Fuzhen Zhuang, Jingyuan Yang, Xi Yang, Qing He
      Pages 110-122
    4. Jingyuan Zhang, Guangluan Xu, Xinyi Wang, Xian Sun, Tinglei Huang
      Pages 123-134
    5. Yuanquan Lu, Wei Zhang, Pan Lu, Jianyong Wang
      Pages 148-159
    6. Yugang Ji, Chuan Shi, Fuzhen Zhuang, Philip S. Yu
      Pages 160-171
    7. Xue Zhao, Ying Zhang, Xiaojie Yuan
      Pages 172-184
    8. Divam Gupta, Kushagra Singh, Soumen Chakrabarti, Tanmoy Chakraborty
      Pages 185-197
    9. Zilong Wang, Zhaohong Wan, Xiaojun Wan
      Pages 210-221
    10. Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang, Wentao Zhao
      Pages 222-236
    11. Kushal Chawla, Sopan Khosla, Niyati Chhaya
      Pages 237-250
    12. Shuyang Wang, Bin Wu, Bai Wang, Xuesong Tong
      Pages 251-262
  4. Spatio-Temporal and Stream Data Mining

    1. Front Matter
      Pages 263-263
    2. Hao Chen, Senzhang Wang, Zengde Deng, Xiaoming Zhang, Zhoujun Li
      Pages 265-279
    3. Matthias Carnein, Heike Trautmann
      Pages 280-292
    4. Aman Ahuja, Ashish Baghudana, Wei Lu, Edward A. Fox, Chandan K. Reddy
      Pages 293-305
    5. Shaopeng Wang, Ye Yuan, Hua Li
      Pages 306-318
    6. Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya et al.
      Pages 319-330
    7. Ling Lin, Xiaolong Qi, Zhirui Zhu, Yang Gao
      Pages 331-342
    8. Long H. Nguyen, Jiazhen Zhu, Zhe Lin, Hanxiang Du, Zhou Yang, Wenxuan Guo et al.
      Pages 343-354
  5. Factor and Tensor Analysis

    1. Front Matter
      Pages 355-355
    2. Nguyen Lu Dang Khoa, Hongda Tian, Yang Wang, Fang Chen
      Pages 357-369
    3. Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif
      Pages 370-383
    4. Di Wu, Xin Luo, Mingsheng Shang, Yi He, Guoyin Wang, Xindong Wu
      Pages 384-399
  6. Healthcare, Bioinformatics and Related Topics

    1. Front Matter
      Pages 439-439
    2. Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse
      Pages 441-452
    3. Kaili Cheng, Jiarui Sun, Xuesong Chen, Yanbo Ma, Mengjie Bai, Yong Zhao
      Pages 453-464
    4. Canghong Jin, Haoqiang Liang, Dongkai Chen, Zhiwei Lin, Minghui Wu
      Pages 477-488
    5. Ying Zhang, Wendi Ji, Haofen Wang, Xiaoling Wang, Jin Chen
      Pages 489-500
    6. Yang Song, Wenxin Hu, Liang He, Liang Dou
      Pages 501-513
  7. Clustering and Anomaly Detection

    1. Front Matter
      Pages 527-527
    2. Wei Zhou, Hao Wang, Yan Yang
      Pages 529-540
    3. Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng
      Pages 541-554
    4. Sahar Behzadi, Nikola S. Müller, Claudia Plant, Christian Böhm
      Pages 555-573

Other volumes

  1. Advances in Knowledge Discovery and Data Mining
    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

About these proceedings

Introduction

The three-volume set LNAI 11439, 11440, and 11441 constitutes the thoroughly refereed proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, held in Macau, China, in April 2019.

The 137 full papers presented were carefully reviewed and selected from 542 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: classification and supervised learning; text and opinion mining; spatio-temporal and stream data mining; factor and tensor analysis; healthcare, bioinformatics and related topics; clustering and anomaly detection; deep learning models and applications; sequential pattern mining; weakly supervised learning; recommender system; social network and graph mining; data pre-processing and feature selection; representation learning and embedding; mining unstructured and semi-structured data; behavioral data mining; visual data mining; and knowledge graph and interpretable data mining.

Keywords

anomaly detection artificial intelligence clustering algorithms computational linguistics computer crime data cleaning data mining data security image processing image reconstruction learning algorithms machine learning neural networks recommender systems semantics signal processing social networking supervised learning Support Vector Machines (SVM) World Wide Web

Editors and affiliations

  • Qiang Yang
    • 1
  • Zhi-Hua Zhou
    • 2
  • Zhiguo Gong
    • 3
  • Min-Ling Zhang
    • 4
  • Sheng-Jun Huang
    • 5
  1. 1.Hong Kong University of Science and TechnologyHong KongChina
  2. 2.Nanjing UniversityNanjingChina
  3. 3.University of MacauTaipa, MacauChina
  4. 4.Southeast UniversityNanjingChina
  5. 5.Nanjing University of Aeronautics and AstronauticsNanjingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-16148-4
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-16147-7
  • Online ISBN 978-3-030-16148-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site