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Advances in Intelligent Systems and Computing

15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)

Editors: Herrero, A., Cambra, C., Urda, D., Sedano, J., 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 15th International Conference on Soft Computing Models in Industrial and Environmental Applications held in Burgos, Spain, September 16th–18th, 2020
  • Presents new applications of computational intelligence and soft computing
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eBook 192,59 €
price for Spain (gross)
  • ISBN 978-3-030-57802-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 239,19 €
price for Spain (gross)
  • ISBN 978-3-030-57801-5
  • 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 book contains accepted papers presented at SOCO 2020 conference held in the beautiful and historic city of Burgos (Spain), in September 2020.

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

After a through peer-review process, the SOCO 2020 International Program Committee selected 83 papers which are published in these conference proceedings and represents an acceptance rate of 35%. Due to the COVID-19 outbreak, the SOCO 2020 edition was blended, combining on-site and on-line participation. In this relevant edition a special emphasis was put on the organization of special sessions. Eleven special session were organized related to relevant topics such as: Soft Computing Applications in Precision Agriculture, Manufacturing and Management Systems, Management of Industrial and Environmental Enterprises, Logistics and Transportation Systems, Robotics and Autonomous Vehicles, Computer Vision, Laser-Based Sensing and Measurement and other topics such as Forecasting Industrial Time Series, IoT, Big Data and Cyber Physical Systems, Non-linear Dynamical Systems and Fluid Dynamics, Modeling and Control systems

The selection of papers was extremely rigorous in order to maintain the high quality of SOCO conference editions and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the SOCO conference would not exist without their help.


Table of contents (83 chapters)

Table of contents (83 chapters)
  • Advanced Oversampling for Improved Detection of Software Anomalies in a Robot

    Pages 3-12

    Basurto, Nuño (et al.)

  • A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset

    Pages 13-21

    Cal, Enrique (et al.)

  • How Noisy and Missing Context Influences Predictions in a Practical Context-Aware Data Mining System

    Pages 22-32

    Avram, Anca (et al.)

  • Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent Techniques

    Pages 33-43

    Baruque, Bruno (et al.)

  • Supported Decision-Making by Explainable Predictions of Ship Trajectories

    Pages 44-54

    Burkart, Nadia (et al.)

Buy this book

eBook 192,59 €
price for Spain (gross)
  • ISBN 978-3-030-57802-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 239,19 €
price for Spain (gross)
  • ISBN 978-3-030-57801-5
  • 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
15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)
Editors
  • Alvaro Herrero
  • Carlos Cambra
  • Daniel Urda
  • Javier Sedano
  • Héctor Quintián
  • Emilio Corchado
Series Title
Advances in Intelligent Systems and Computing
Series Volume
1268
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-57802-2
DOI
10.1007/978-3-030-57802-2
Softcover ISBN
978-3-030-57801-5
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XXVII, 876
Number of Illustrations
104 b/w illustrations, 267 illustrations in colour
Topics