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Information Systems and Applications, incl. Internet/Web, and HCI

Intelligent Data Engineering and Automated Learning – IDEAL 2020

21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I

Editors: Analide, C., Novais, P., Camacho, D., Yin, H. (Eds.)

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eBook 53,49 €
price for Spain (gross)
  • ISBN 978-3-030-62362-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 68,63 €
price for Spain (gross)
  • ISBN 978-3-030-62361-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This two-volume set of LNCS 12489 and 12490 constitutes the thoroughly refereed conference proceedings of the 21th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2020, held in Guimaraes, Portugal, in November 2020.*

The 93 papers presented were carefully reviewed and selected from 134 submissions. These papers provided a timely sample of the latest advances in data engineering and machine learning, from methodologies, frameworks, and algorithms to applications. The core themes of IDEAL 2020 include big data challenges, machine learning, data mining, information retrieval and management, bio-/neuro-informatics, bio-inspiredmodels, agents and hybrid intelligent systems, real-world applications of intelligent techniques and AI.

* The conference was held virtually due to the COVID-19 pandemic.

Table of contents (34 chapters)

Table of contents (34 chapters)
  • Prostate Gland Segmentation in Histology Images via Residual and Multi-resolution U-NET

    Pages 1-8

    Silva-Rodríguez, Julio (et al.)

  • Evaluation of Machine Learning Algorithms for Automated Management of Wireless Links

    Pages 9-16

    Frias, Francisca (et al.)

  • Imputation of Missing Boarding Stop Information in Smart Card Data with Machine Learning Methods

    Pages 17-27

    Shalit, Nadav (et al.)

  • HEAT: Hyperbolic Embedding of Attributed Networks

    Pages 28-40

    McDonald, David (et al.)

  • Least Squares Approach for Multivariate Split Selection in Regression Trees

    Pages 41-50

    Schöne, Marvin (et al.)

Buy this book

eBook 53,49 €
price for Spain (gross)
  • ISBN 978-3-030-62362-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 68,63 €
price for Spain (gross)
  • ISBN 978-3-030-62361-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • 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
Intelligent Data Engineering and Automated Learning – IDEAL 2020
Book Subtitle
21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I
Editors
  • Cesar Analide
  • Paulo Novais
  • David Camacho
  • Hujun Yin
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
12489
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-62362-3
DOI
10.1007/978-3-030-62362-3
Softcover ISBN
978-3-030-62361-6
Edition Number
1
Number of Pages
XXV, 400
Number of Illustrations
41 b/w illustrations, 92 illustrations in colour
Topics