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Advances in Intelligent Systems and Computing

Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization

Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019

Editors: Vellido, A., Gibert, K., Angulo, C., Martín Guerrero, J.D. (Eds.)

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  • Covers the latest theoretical developments in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization 
  • Presents computational aspects and applications for data mining and visualization 
  • Gathers refereed papers presented at the 13th International Workshop WSOM+ 2019, held in Barcelona, Spain on 26–28 June 2019
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eBook 130,89 €
price for Spain (gross)
  • ISBN 978-3-030-19642-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-030-19641-7
  • 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 book gathers papers presented at the 13th International Workshop on Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization (WSOM+), which was held in Barcelona, Spain, from the 26th to the 28th of June 2019. Since being founded in 1997, the conference has showcased the state of the art in unsupervised machine learning methods related to the successful and widely used self-organizing map (SOM) method, and extending its scope to clustering and data visualization. In this installment of the AISC series, the reader will find theoretical research on SOM, LVQ and related methods, as well as numerous applications to problems in fields ranging from business and engineering to the life sciences. Given the scope of its coverage, the book will be of interest to machine learning researchers and practitioners in general and, more specifically, to those looking for the latest developments in unsupervised learning and data visualization.

Table of contents (33 chapters)

Table of contents (33 chapters)

Buy this book

eBook 130,89 €
price for Spain (gross)
  • ISBN 978-3-030-19642-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-030-19641-7
  • 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
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization
Book Subtitle
Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019
Editors
  • Alfredo Vellido
  • Karina Gibert
  • Cecilio Angulo
  • José David Martín Guerrero
Series Title
Advances in Intelligent Systems and Computing
Series Volume
976
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-19642-4
DOI
10.1007/978-3-030-19642-4
Softcover ISBN
978-3-030-19641-7
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XII, 342
Number of Illustrations
48 b/w illustrations, 113 illustrations in colour
Topics