Overview
Part of the book series: Communications in Computer and Information Science (CCIS, volume 1142)
Included in the following conference series:
Conference proceedings info: ICONIP 2019.
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About this book
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.
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Keywords
- artificial intelligence
- computer networks
- computer systems
- computer vision
- deep learning
- education
- engineering
- human-computer interaction
- image processing
- image reconstruction
- image segmentation
- internet
- learning
- machine learning
- neural networks
- pattern recognition
- robotics
- semantics
- signal processing
Table of contents (84 papers)
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Convolutional Neural Networks
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Deep Neural Networks
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Editors and Affiliations
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, Kok Wai Wong, Minho Lee
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-030-36808-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-36807-4Published: 07 December 2019
eBook ISBN: 978-3-030-36808-1Published: 06 December 2019
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XXIV, 782
Number of Illustrations: 95 b/w illustrations, 220 illustrations in colour
Topics: Pattern Recognition, Image Processing and Computer Vision, Machine Learning, Information Systems and Communication Service, Computer Appl. in Social and Behavioral Sciences