Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11954)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICONIP 2019.
Buy print copy
About this book
The three-volume set of LNCS 11953, 11954, and 11955 constitutes the proceedings of the 26th International Conference on Neural Information Processing, ICONIP 2019, held in Sydney, Australia, in December 2019.
The 173 full papers presented were carefully reviewed and selected from 645 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The second volume, LNCS 11954, is organized in topical sections on image processing by neural techniques; learning from incomplete data; model compression and optimisation; neural learning models; neural network applications; and social network computing.
Similar content being viewed by others
Keywords
- artificial intelligence
- classification
- cognitive neurosciences
- computational linguistics
- computational neurosciences
- data security
- deep learning
- human centered computing
- image processing
- image reconstruction
- image segmentation
- learning algorithms
- machine learning
- neural learning models
- neural networks
- semantics
- signal processing
- support vector machines
- SVM
- unsupervised neural models
Table of contents (58 papers)
-
Image Processing by Neural Techniques
Other volumes
-
Neural Information Processing
-
Neural Information Processing
-
Neural Information Processing
-
Neural Information Processing
-
Neural Information Processing
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 II
Editors: Tom Gedeon, Kok Wai Wong, Minho Lee
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-36711-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-36710-7Published: 11 December 2019
eBook ISBN: 978-3-030-36711-4Published: 10 December 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXII, 709
Number of Illustrations: 148 b/w illustrations, 216 illustrations in colour
Topics: Pattern Recognition, Artificial Intelligence, Image Processing and Computer Vision, Information Systems Applications (incl. Internet), Special Purpose and Application-Based Systems