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Communications in Computer and Information Science

Neural Information Processing

26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV

Editors: Gedeon, Tom, Wong, Kevin Kok Wai, Lee, Minho (Eds.)

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  • ISBN 978-3-030-36808-1
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About this book

The two-volume set CCIS 1142 and 1143 constitutes thoroughly refereed contributions presented at the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019.

For ICONIP 2019 a total of 345 papers was carefully reviewed and selected for publication out of 645 submissions. The 168 papers included in this volume set were organized in topical sections as follows: adversarial networks and learning; convolutional neural networks; deep neural networks; embeddings and feature fusion; human centred computing; human centred computing and medicine; human centred computing for emotion; hybrid models; image processing by neural techniques; learning from incomplete data; model compression and optimization; neural network applications; neural network models; semantic and graph based approaches; social network computing; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.

Table of contents (84 chapters)

Table of contents (84 chapters)
  • Adversarial Deep Learning with Stackelberg Games

    Pages 3-12

    Sreevallabh Chivukula, Aneesh (et al.)

  • Enhance Feature Representation of Dual Networks for Attribute Prediction

    Pages 13-20

    Fang, Yuchun (et al.)

  • Data Augment in Imbalanced Learning Based on Generative Adversarial Networks

    Pages 21-30

    Zhou, Zhuocheng (et al.)

  • A Deep Learning Scheme for Extracting Pedestrian-Parcel Tuples from Videos

    Pages 31-39

    Wu, Tongtong (et al.)

  • Support Matching: A Novel Regularization to Escape from Mode Collapse in GANs

    Pages 40-48

    Yao, Yinghua (et al.)

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-030-36808-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.99
price for USA
  • ISBN 978-3-030-36807-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Neural Information Processing
Book Subtitle
26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part IV
Editors
  • Tom Gedeon
  • Kevin Kok Wai Wong
  • Minho Lee
Series Title
Communications in Computer and Information Science
Series Volume
1142
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-36808-1
DOI
10.1007/978-3-030-36808-1
Softcover ISBN
978-3-030-36807-4
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XXIV, 782
Number of Illustrations
95 b/w illustrations, 220 illustrations in colour
Topics