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Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

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

Editors: Yang, Q., Zhou, Z.-H., Gong, Z., Zhang, M.-L., Huang, S.-J. (Eds.)

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eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-16148-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-16147-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (47 chapters)

Table of contents (47 chapters)
  • Multitask Learning for Sparse Failure Prediction

    Pages 3-14

    Luo, Simon (et al.)

  • Cost Sensitive Learning in the Presence of Symmetric Label Noise

    Pages 15-28

    Tripathi, Sandhya (et al.)

  • Semantic Explanations in Ensemble Learning

    Pages 29-41

    Islam, Md. Zahidul (et al.)

  • Latent Gaussian-Multinomial Generative Model for Annotated Data

    Pages 42-54

    Jiang, Shuoran (et al.)

  • Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers

    Pages 55-68

    Guidotti, Riccardo (et al.)

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-3-030-16148-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-3-030-16147-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Knowledge Discovery and Data Mining
Book Subtitle
23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I
Editors
  • Qiang Yang
  • Zhi-Hua Zhou
  • Zhiguo Gong
  • Min-Ling Zhang
  • Sheng-Jun Huang
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11439
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-16148-4
DOI
10.1007/978-3-030-16148-4
Softcover ISBN
978-3-030-16147-7
Edition Number
1
Number of Pages
XL, 627
Number of Illustrations
164 b/w illustrations, 146 illustrations in colour
Topics