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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 II

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

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eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-030-01421-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 85,27 €
price for Spain (gross)
  • ISBN 978-3-030-01420-9
  • 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 139 full and 28 short papers as well as 41 full poster papers and 41 short poster 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 (40 chapters)

  • Rank-Revealing Orthogonal Decomposition in Extreme Learning Machine Design

    Kabziński, Jacek

    Pages 3-13

    Preview Buy Chapter 30,19 €
  • An Improved CAD Framework for Digital Mammogram Classification Using Compound Local Binary Pattern and Chaotic Whale Optimization-Based Kernel Extreme Learning Machine

    Mohanty, Figlu (et al.)

    Pages 14-23

    Preview Buy Chapter 30,19 €
  • A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis

    Nguyen, Hoang Minh (et al.)

    Pages 24-34

    Preview Buy Chapter 30,19 €
  • A Model for Detection of Angular Velocity of Image Motion Based on the Temporal Tuning of the Drosophila

    Wang, Huatian (et al.)

    Pages 37-46

    Preview Buy Chapter 30,19 €
  • Local Decimal Pattern for Pollen Image Recognition

    Han, Liping (et al.)

    Pages 47-55

    Preview Buy Chapter 30,19 €

Buy this book

eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-030-01421-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 85,27 €
price for Spain (gross)
  • ISBN 978-3-030-01420-9
  • 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 II
Editors
  • Verá Kurkova
  • Yannis Manolopoulos
  • Barbara Hammer
  • Lazaros Iliadis
  • Ilias Maglogiannis
Series Title
Theoretical Computer Science and General Issues
Series Volume
11140
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01421-6
DOI
10.1007/978-3-030-01421-6
Softcover ISBN
978-3-030-01420-9
Edition Number
1
Number of Pages
XXVIII, 632
Number of Illustrations
242 b/w illustrations
Topics