Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11081)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ANNPR 2018.
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About this book
This book constitutes the refereed proceedings of the 8th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2018, held in Siena, Italy, in September 2018.
The 29 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 35 submissions. The papers present and discuss the latest research in all areas of neural network- and machine learning-based pattern recognition. They are organized in two sections: learning algorithms and architectures, and applications.
Chapter "Bounded Rational Decision-Making with Adaptive Neural Network Priors" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
The 29 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 35 submissions. The papers present and discuss the latest research in all areas of neural network- and machine learning-based pattern recognition. They are organized in two sections: learning algorithms and architectures, and applications.
Chapter "Bounded Rational Decision-Making with Adaptive Neural Network Priors" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
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Keywords
- artificial intelligence
- classification
- clustering
- clustering algorithms
- data security
- feature selection
- image processing
- image segmentation
- learning algorithms
- machine learning
- network architecture
- neural networks
- object recognition
- pattern recognition
- recurrent neural networks
- semantics
- supervised learning
- Support Vector Machines (SVM)
Table of contents (31 papers)
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Front Matter
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Invited Papers
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Front Matter
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Learning Algorithms and Architectures
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Front Matter
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Other volumes
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Artificial Neural Networks in Pattern Recognition
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Neural Networks in Pattern Recognition
Book Subtitle: 8th IAPR TC3 Workshop, ANNPR 2018, Siena, Italy, September 19–21, 2018, Proceedings
Editors: Luca Pancioni, Friedhelm Schwenker, Edmondo Trentin
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-99978-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2018
Softcover ISBN: 978-3-319-99977-7Published: 30 August 2018
eBook ISBN: 978-3-319-99978-4Published: 29 August 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 408
Number of Illustrations: 132 b/w illustrations
Topics: Artificial Intelligence, Pattern Recognition, Image Processing and Computer Vision, Natural Language Processing (NLP), Data Mining and Knowledge Discovery
