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Theoretical Computer Science and General Issues

Artificial Neural Networks and Machine Learning – ICANN 2018

27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I

Editors: Kůrková, V., Manolopoulos, Y., Hammer, B., Iliadis, L., Maglogiannis, I. (Eds.)

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eBook 83,29 €
price for Spain (gross)
  • ISBN 978-3-030-01418-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Softcover 101,91 €
price for Spain (gross)
  • ISBN 978-3-030-01417-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.

The papers presented in these volumes was carefully reviewed and selected from  total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State Networks, Brain Inspired Computing, Chaotic Complex Models, Clustering, Mining, Exploratory Analysis, Coding Architectures, Complex Firing Patterns, Convolutional Neural Networks, Deep Learning (DL), DL in Real Time Systems, DL and Big Data Analytics, DL and Big Data, DL and Forensics, DL and Cybersecurity, DL and Social Networks, Evolving Systems – Optimization, Extreme Learning Machines, From Neurons to Neuromorphism, From Sensation to Perception, From Single Neurons to Networks, Fuzzy Modeling, Hierarchical ANN, Inference and Recognition, Information and Optimization, Interacting with The Brain, Machine Learning (ML), ML for Bio Medical systems, ML and Video-Image Processing, ML and Forensics, ML and Cybersecurity, ML and Social Media, ML in Engineering, Movement and Motion Detection, Multilayer Perceptrons and Kernel Networks, Natural Language, Object and Face Recognition, Recurrent Neural Networks and Reservoir Computing, Reinforcement Learning, Reservoir Computing, Self-Organizing Maps, Spiking Dynamics/Spiking ANN, Support Vector Machines, Swarm Intelligence and Decision-Making, Text Mining, Theoretical Neural Computation, Time Series and Forecasting, Training and Learning.

Table of contents (45 chapters)

  • Fast CNN Pruning via Redundancy-Aware Training

    Dong, Xiao (et al.)

    Pages 3-13

    Preview Buy Chapter 30,19 €
  • Two-Stream Convolutional Neural Network for Multimodal Matching

    Zhang, Youcai (et al.)

    Pages 14-21

    Preview Buy Chapter 30,19 €
  • Kernel Graph Convolutional Neural Networks

    Nikolentzos, Giannis (et al.)

    Pages 22-32

    Preview Buy Chapter 30,19 €
  • A Histogram of Oriented Gradients for Broken Bars Diagnosis in Squirrel Cage Induction Motors

    Silva, Luiz C. (et al.)

    Pages 33-42

    Preview Buy Chapter 30,19 €
  • Learning Game by Profit Sharing Using Convolutional Neural Network

    Hasuike, Nobuaki (et al.)

    Pages 43-50

    Preview Buy Chapter 30,19 €

Buy this book

eBook 83,29 €
price for Spain (gross)
  • ISBN 978-3-030-01418-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 101,91 €
price for Spain (gross)
  • ISBN 978-3-030-01417-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Neural Networks and Machine Learning – ICANN 2018
Book Subtitle
27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I
Editors
  • Verá Kůrková
  • Yannis Manolopoulos
  • Barbara Hammer
  • Lazaros Iliadis
  • Ilias Maglogiannis
Series Title
Theoretical Computer Science and General Issues
Series Volume
11139
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01418-6
DOI
10.1007/978-3-030-01418-6
Softcover ISBN
978-3-030-01417-9
Edition Number
1
Number of Pages
XLIII, 824
Number of Illustrations and Tables
311 b/w illustrations
Topics