Lecture Notes in Artificial Intelligence

Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers

Editors: Ganji, M., Rashidi, L., Fung, B., Wang, C. (Eds.)

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  • ISBN 978-3-030-04503-6
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About this book

This book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2018, held in conjunction with the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, in Melbourne, Australia, in June 2018.

The 32 revised papers presented were carefully reviewed and selected from 46 submissions. The workshops affiliated with PAKDD 2018 include: Workshop on Big Data Analytics for Social Computing, BDASC, Australasian Workshop on Machine Learning for Cyber-security, ML4Cyber, Workshop on Biologically-inspired Techniques for Knowledge Discovery and Data Mining, BDM, Pacific Asia Workshop on Intelligence and Security Informatics, PAISI, and Workshop on Data Mining for Energy Modeling and Optimization, DaMEMO.

Table of contents (34 chapters)

Table of contents (34 chapters)
  • A Decision Tree Approach to Predicting Recidivism in Domestic Violence

    Wijenayake, Senuri (et al.)

    Pages 3-15

  • Unsupervised Domain Adaptation Dictionary Learning for Visual Recognition

    Zhong, Zhun (et al.)

    Pages 16-26

  • On the Large-Scale Transferability of Convolutional Neural Networks

    Zheng, Liang (et al.)

    Pages 27-39

  • Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection

    Chen, Tong (et al.)

    Pages 40-52

  • Impact of Indirect Contacts in Emerging Infectious Disease on Social Networks

    Shahzamal, Md (et al.)

    Pages 53-65

Buy this book

eBook $59.99
price for USA in USD (gross)
  • ISBN 978-3-030-04503-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-030-04502-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Trends and Applications in Knowledge Discovery and Data Mining
Book Subtitle
PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers
Editors
  • Mohadeseh Ganji
  • Lida Rashidi
  • Benjamin Fung
  • Can Wang
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11154
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-04503-6
DOI
10.1007/978-3-030-04503-6
Softcover ISBN
978-3-030-04502-9
Edition Number
1
Number of Pages
XX, 370
Number of Illustrations
194 b/w illustrations, 95 illustrations in colour
Topics