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Advances in Intelligent Systems and Computing

14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)

Seville, Spain, May 13–15, 2019, Proceedings

Editors: Martínez Álvarez, F., Troncoso Lora, A., Sáez Muñoz, J.A., Quintián, H., Corchado, E. (Eds.)

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  • Includes the latest research on soft computing models in industrial and environmental applications, computational intelligence in security for information systems and European transnational education
  • Includes the scientific outcomes of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications held in Seville, Spain, May 13th–15th, 2019
  • Presents new applications of computational intelligence and soft computing
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eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-20055-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $279.99
price for USA in USD
  • ISBN 978-3-030-20054-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book includes 57 papers presented at the SOCO 2019 conference held in the historic city of Seville (Spain), in May 2019.

Soft computing represents a set of computational techniques in machine learning, computer science and various engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena.

The selection of papers was extremely rigorous in order to maintain the high quality of the conference, which featured a number of special sessions, including sessions on: Soft Computing Methods in Manufacturing and Management Systems; Soft Computing Applications in the Field of Industrial and Environmental Enterprises; Optimization, Modeling and Control by Soft Computing Techniques; and Soft Computing in Aerospace, Mechanical and Civil Engineering: New methods and Industrial Applications.


Table of contents (57 chapters)

Table of contents (57 chapters)
  • Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering

    Pages 3-13

    Martín-Fernández, José David (et al.)

  • Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy

    Pages 14-24

    Niño-Adan, Iratxe (et al.)

  • Classifying Excavator Operations with Fusion Network of Multi-modal Deep Learning Models

    Pages 25-34

    Kim, Jin-Young (et al.)

  • A Study on Trust in Black Box Models and Post-hoc Explanations

    Pages 35-46

    El Bekri, Nadia (et al.)

  • A Study on Hyperparameter Configuration for Human Activity Recognition

    Pages 47-56

    Garcia, Kemilly D. (et al.)

Buy this book

eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-20055-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $279.99
price for USA in USD
  • ISBN 978-3-030-20054-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)
Book Subtitle
Seville, Spain, May 13–15, 2019, Proceedings
Editors
  • Francisco Martínez Álvarez
  • Alicia Troncoso Lora
  • José António Sáez Muñoz
  • Héctor Quintián
  • Emilio Corchado
Series Title
Advances in Intelligent Systems and Computing
Series Volume
950
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-20055-8
DOI
10.1007/978-3-030-20055-8
Softcover ISBN
978-3-030-20054-1
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XXI, 609
Number of Illustrations
101 b/w illustrations, 167 illustrations in colour
Topics