Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11728)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICANN 2019.
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Table of contents (62 papers)
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Front Matter
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Feature Selection
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Front Matter
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Parameters Optimisation
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Front Matter
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Other volumes
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Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation
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Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning
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Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing
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Artificial Neural Networks and Machine Learning – ICANN 2019: Text and Time Series
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Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions
Keywords
- artificial intelligence
- classification
- clustering
- computational linguistics
- computer networks
- Human-Computer Interaction (HCI)
- image processing
- image reconstruction
- image segmentation
- imaging systems
- learning algorithms
- machine learning
- neural networks
- recurrent neural networks
- robotics
- semantics
- sensors
- signal processing
- Support Vector Machines (SVM)
- user interfaces
About this book
The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions.
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning
Book Subtitle: 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings, Part II
Editors: Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-30484-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-30483-6Published: 05 September 2019
eBook ISBN: 978-3-030-30484-3Published: 09 September 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXX, 807
Number of Illustrations: 101 b/w illustrations, 193 illustrations in colour
Topics: Artificial Intelligence, Image Processing and Computer Vision, Computer Systems Organization and Communication Networks, Information Systems and Communication Service, Algorithm Analysis and Problem Complexity, Systems and Data Security