Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9896)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): ANNPR: IAPR Workshop on Artificial Neural Networks in Pattern Recognition
Conference proceedings info: ANNPR 2016.
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Table of contents (27 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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Applications
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Front Matter
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About this book
This book constitutes the refereed proceedings of the 7th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2016, held in Ulm, Germany, in September 2016.
The 25 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 32 submissions for inclusion in this volume. The workshop will act as a major forum for international researchers and practitioners working in all areas of neural network- and machine learning-based pattern recognition to present and discuss the latest research, results, and ideas in these areas.
Keywords
- image segmentation
- machine learning
- object detection
- optimization
- recurrent neural network
- active learning
- constrained learning
- deep learning
- dimensionality reduction
- ensemble models
- imprecise probabilities
- incremental learning
- linear dynamical systems
- personalised modeling
- semi-supervised learning
- spiking neural network
- supervised learning
- support vector machines
- time series classification
- unsupervised learning
Editors and Affiliations
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Ulm University, Ulm, Germany
Friedhelm Schwenker
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Ain Shams University , Cairo, Egypt
Hazem M. Abbas
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Cairo University , Orman, Egypt
Neamat El Gayar
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Universitá di Siena , Siena, Italy
Edmondo Trentin
Bibliographic Information
Book Title: Artificial Neural Networks in Pattern Recognition
Book Subtitle: 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28–30, 2016, Proceedings
Editors: Friedhelm Schwenker, Hazem M. Abbas, Neamat El Gayar, Edmondo Trentin
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-46182-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2016
Softcover ISBN: 978-3-319-46181-6Published: 09 September 2016
eBook ISBN: 978-3-319-46182-3Published: 08 September 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 335
Number of Illustrations: 107 b/w illustrations
Topics: Artificial Intelligence, Pattern Recognition, Data Mining and Knowledge Discovery, Image Processing and Computer Vision, User Interfaces and Human Computer Interaction, Computation by Abstract Devices
