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  • Conference proceedings
  • © 2019

International Joint Conference SOCO’18-CISIS’18-ICEUTE’18

San Sebastián, Spain, June 6-8, 2018 Proceedings

Editors:

  1. Manuel Graña

    1. Computational Intelligence Group, University of the Basque Country, Sarriena, Spain

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  2. José Manuel López-Guede

    1. Computational Intelligence Group, University of the Basque Country, Sarriena, Spain

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  3. Oier Etxaniz

    1. Computational Intelligence Group, University of the Basque Country, Sarriena, Spain

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  4. Álvaro Herrero

    1. Department of Civil Engineering, University of Burgos, Burgos, Spain

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  5. José Antonio Sáez

    1. University of Salamanca, Salamanca, Spain

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  6. Héctor Quintián

    1. Department of Industrial Engineering, University of A Coruña, La Coruña, Spain

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  7. Emilio Corchado

    1. University of Salamanca, Salamanca, Spain

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  • Provides the latest research on soft computing models in industrial and environmental applications, computational intelligence in security for information systems and European transnational education
  • Includes scientific outcomes of the International Joint Conference SOCO’18-CISIS’18-ICEUTE’18 held in San Sebastian (Spain), in June 2018
  • Presents new applications of computational intelligence and soft computing

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 771)

Conference series link(s): SOCO: International Conference on Soft Computing Models in Industrial and Environmental Applications

Conference proceedings info: SOCO’18-CISIS’18-ICEUTE’18 2018.

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Table of contents (60 papers)

  1. Front Matter

    Pages i-xxv
    PDF

  2. Agents and Multi-agents Systems

    1. Front Matter

      Pages 1-1
      PDF

    2. An Investment Recommender Multi-agent System in Financial Technology

      • Elena Hernández, Inés Sittón, Sara Rodríguez, Ana B. Gil, Roberto J. García
      Pages 3-10

    3. Using Genetic Algorithms to Optimize the Location of Electric Vehicle Charging Stations

      • Jaume Jordán, Javier Palanca, Elena del Val, Vicente Julian, Vicente Botti
      Pages 11-20

    4. Case-Based Reasoning and Agent Based Job Offer Recommender System

      • Alfonso González-Briones, Alberto Rivas, Pablo Chamoso, Roberto Casado-Vara, Juan Manuel Corchado
      Pages 21-33

  3. Soft Computing Applications

    1. Front Matter

      Pages 35-35
      PDF

    2. Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder

      • Andrés Ortiz, Javier Ramírez, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco J. Martínez-Murcia, Juan M. Górriz
      Pages 37-46

    3. Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson’s Disease Dataset: A DaTSCAN Study

      • Francisco Jesús Martinez-Murcia, Andres Ortiz, Juan Manuel Gorriz, Javier Ramirez, Diego Castillo-Barnes, Diego Salas-Gonzalez et al.
      Pages 47-56

    4. Steel Tube Cross Section Geometry Measurement by 3D Scanning

      • Álvaro Segura, Alejandro García-Alonso
      Pages 57-66

    5. How Blockchain Could Improve Fraud Detection in Power Distribution Grid

      • Roberto Casado-Vara, Javier Prieto, Juan M. Corchado
      Pages 67-76

  4. Clustering and Classification

    1. Front Matter

      Pages 77-77
      PDF

    2. Enhancing Confusion Entropy as Measure for Evaluating Classifiers

      • Rosario Delgado, J. David Núñez-González
      Pages 79-89

    3. The Right to Honour on Social Networks: Detection and Classifications of Users

      • Rebeca Cordero-Gutiérrez, Pablo Chamoso, Alfonso González Briones, Alberto Rivas, Roberto Casado-Vara, Juan Manuel Corchado
      Pages 90-99

    4. Classification Improvement for Parkinson’s Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images

      • Diego Castillo-Barnes, Fermin Segovia, Francisco J. Martinez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan M. Górriz
      Pages 100-109

    5. Experimental Study on Modified Radial-Based Oversampling

      • Barbara Bobowska, Michał Woźniak
      Pages 110-119

  5. Deep Learning

    1. Front Matter

      Pages 121-121
      PDF

    2. Deep Learning for Big Data Time Series Forecasting Applied to Solar Power

      • J. F. Torres, A. Troncoso, I. Koprinska, Z. Wang, F. Martínez-Álvarez
      Pages 123-133

    4. A Categorical Clustering of Publishers for Mobile Performance Marketing

      • Susana Silva, Paulo Cortez, Rui Mendes, Pedro José Pereira, Luís Miguel Matos, Luís Garcia
      Pages 145-154
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Other Volumes

  1. International Joint Conference SOCO’18-CISIS’18-ICEUTE’18

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About this book

This book includes papers presented at SOCO 2018, CISIS 2018 and ICEUTE 2018, all held in the beautiful and historic city of San Sebastian (Spain), in June 2018.
 
Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze highly complex issues and phenomena.
 
After a rigorous peer-review process, the 13th SOCO 2018 International Program Committee selected 41 papers, with a special emphasis on optimization, modeling and control using soft computing techniques and soft computing applications in the field of industrial and environmental enterprises.
 
The aim of the 11th CISIS 2018 conference was to offer a meeting opportunity for academic and industry researchers from the vast areas of computational intelligence, information security, and data mining. The need for intelligent,flexible behaviour by large, complex systems, especially in mission-critical domains, was the catalyst for the overall event.
Eight of the papers included in the book were selected by the CISIS 2018 International Program Committee.
 
The International Program Committee of ICEUTE 2018 selected 11 papers for inclusion in these conference proceedings.



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Keywords

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Editors and Affiliations

  • Computational Intelligence Group, University of the Basque Country, Sarriena, Spain

    Manuel Graña, José Manuel López-Guede, Oier Etxaniz

  • Department of Civil Engineering, University of Burgos, Burgos, Spain

    Álvaro Herrero

  • University of Salamanca, Salamanca, Spain

    José Antonio Sáez, Emilio Corchado

  • Department of Industrial Engineering, University of A Coruña, La Coruña, Spain

    Héctor Quintián

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Bibliographic Information

  • Book Title: International Joint Conference SOCO’18-CISIS’18-ICEUTE’18

  • Book Subtitle: San Sebastián, Spain, June 6-8, 2018 Proceedings

  • Editors: Manuel Graña, José Manuel López-Guede, Oier Etxaniz, Álvaro Herrero, José Antonio Sáez, Héctor Quintián, Emilio Corchado

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-94120-2

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2019

  • Softcover ISBN: 978-3-319-94119-6Published: 07 June 2018

  • eBook ISBN: 978-3-319-94120-2Published: 06 June 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXV, 613

  • Number of Illustrations: 220 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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Access via your institution

Buy it now

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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