Lecture Notes in Artificial Intelligence

Advances in Knowledge Discovery and Data Mining

21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I

Editors: Kim, J., Shim, K., Cao, L., Lee, J.-G., Lin, X., Moon, Y.-S. (Eds.)

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eBook $109.00
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  • ISBN 978-3-319-57454-7
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Softcover $139.99
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About this book

This two-volume set, LNAI 10234 and 10235, constitutes the thoroughly refereed proceedings of the 21st Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2017, held in Jeju, South Korea, in May 2017.

The 129 full papers were carefully reviewed and selected from 458 submissions. They are organized in topical sections named: classification and deep learning; social network and graph mining; privacy-preserving mining and security/risk applications; spatio-temporal and sequential data mining; clustering and anomaly detection; recommender system; feature selection; text and opinion mining; clustering and matrix factorization; dynamic, stream data mining; novel models and algorithms; behavioral data mining; graph clustering and community detection; dimensionality reduction.

Table of contents (47 chapters)

Table of contents (47 chapters)
  • Convolutional Bi-directional LSTM for Detecting Inappropriate Query Suggestions in Web Search

    Yenala, Harish (et al.)

    Pages 3-16

  • A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs

    Shigeto, Yutaro (et al.)

    Pages 17-29

  • Deep Network Regularization via Bayesian Inference of Synaptic Connectivity

    Partaourides, Harris (et al.)

    Pages 30-41

  • Adaptive One-Class Support Vector Machine for Damage Detection in Structural Health Monitoring

    Anaissi, Ali (et al.)

    Pages 42-57

  • A Classification Model for Diverse and Noisy Labelers

    Sung, Hao-En (et al.)

    Pages 58-69

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-57454-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-319-57453-0
  • 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
21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I
Editors
  • Jinho Kim
  • Kyuseok Shim
  • Longbing Cao
  • Jae-Gil Lee
  • Xuemin Lin
  • Yang-Sae Moon
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10234
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-57454-7
DOI
10.1007/978-3-319-57454-7
Softcover ISBN
978-3-319-57453-0
Edition Number
1
Number of Pages
XXXII, 841
Number of Illustrations
242 b/w illustrations
Topics