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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 III

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

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eBook 83,29 €
price for Spain (gross)
  • ISBN 978-3-030-01424-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 101,91 €
price for Spain (gross)
  • ISBN 978-3-030-01423-0
  • 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 (47 chapters)

  • Policy Learning Using SPSA

    Ramamurthy, R. (et al.)

    Pages 3-12

    Preview Buy Chapter 30,19 €
  • Simple Recurrent Neural Networks for Support Vector Machine Training

    Sifa, Rafet (et al.)

    Pages 13-22

    Preview Buy Chapter 30,19 €
  • RNN-SURV: A Deep Recurrent Model for Survival Analysis

    Giunchiglia, Eleonora (et al.)

    Pages 23-32

    Preview Buy Chapter 30,19 €
  • Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification?

    Kronenberger, Jan (et al.)

    Pages 33-40

    Preview Buy Chapter 30,19 €
  • Balanced and Deterministic Weight-Sharing Helps Network Performance

    Chang, Oscar (et al.)

    Pages 41-50

    Preview Buy Chapter 30,19 €

Buy this book

eBook 83,29 €
price for Spain (gross)
  • ISBN 978-3-030-01424-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 101,91 €
price for Spain (gross)
  • ISBN 978-3-030-01423-0
  • 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 III
Editors
  • Verá Kurkova
  • Yannis Manolopoulos
  • Barbara Hammer
  • Lazaros Iliadis
  • Ilias Maglogiannis
Series Title
Theoretical Computer Science and General Issues
Series Volume
11141
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01424-7
DOI
10.1007/978-3-030-01424-7
Softcover ISBN
978-3-030-01423-0
Edition Number
1
Number of Pages
XXIX, 846
Number of Illustrations
311 b/w illustrations
Topics