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  • Conference proceedings
  • © 2020

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

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

Editors:

  1. Francisco Martínez Álvarez

    1. Data Science and Big Data Lab, Pablo de Olavide University, Seville, Spain

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  2. Alicia Troncoso Lora

    1. Data Science and Big Data Lab, Pablo de Olavide University, Seville, Spain

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  3. José António Sáez Muñoz

    1. University of Salamanca, Salamanca, Spain

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  4. Héctor Quintián

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

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  5. Emilio Corchado

    1. University of Salamanca, Salamanca, Spain

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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

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 950)

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

Conference proceedings info: SOCO 2019.

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Table of contents (57 papers)

  1. Front Matter

    Pages i-xxi
    PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      PDF

    2. Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering

      • José David Martín-Fernández, José María Luna-Romera, Beatriz Pontes, José C. Riquelme-Santos
      Pages 3-13

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

      • Iratxe Niño-Adan, Itziar Landa-Torres, Eva Portillo, Diana Manjarres
      Pages 14-24

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

      • Nadia El Bekri, Jasmin Kling, Marco F. Huber
      Pages 35-46

    6. A Study on Hyperparameter Configuration for Human Activity Recognition

      • Kemilly D. Garcia, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho
      Pages 47-56

    7. A Fuzzy Approach for Sentences Relevance Assessment in Multi-document Summarization

      • Eduardo Valladares-Valdés, Alfredo Simón-Cuevas, José A. Olivas, Francisco P. Romero
      Pages 57-67

    8. Online Estimation of the State of Health of a Rechargeable Battery Through Distal Learning of a Fuzzy Model

      • Luciano Sánchez, José Otero, Manuela González, David Anseán, Inés Couso
      Pages 68-77

    9. A Proposal for the Development of Lifelong Dialog Systems

      • David Griol, Araceli Sanchis, Jose Manuel Molina
      Pages 78-88

  3. Smart Cities and IOT

    1. Front Matter

      Pages 89-89
      PDF

    2. Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks

      • Antonio M. Fernández, David Gutiérrez-Avilés, Alicia Troncoso, Francisco Martínez-Álvarez
      Pages 91-100

    3. Deep Learning in Modeling Energy Cost of Buildings in the Public Sector

      • Marijana Zekić-Sušac, Marinela Knežević, Rudolf Scitovski
      Pages 101-110

    4. Framework for the Detection of Physiological Parameters with Musical Stimuli Based on IoT

      • Mario Alcántara-Garrote, Ana B. Gil-González, Ana de Luis Reboredo, María N. Moreno, Belén Pérez-Lancho
      Pages 111-120

    5. Edge Computing Architectures in Industry 4.0: A General Survey and Comparison

      • Inés Sittón-Candanedo, Ricardo S. Alonso, Sara Rodríguez-González, José Alberto García Coria, Fernando De La Prieta
      Pages 121-131

    6. Predictive Maintenance from Event Logs Using Wavelet-Based Features: An Industrial Application

      • Stéphane Bonnevay, Jairo Cugliari, Victoria Granger
      Pages 132-141

    7. Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks

      • Cláudio Rebelo de Sá, Arvind Kumar Shekar, Hugo Ferreira, Carlos Soares
      Pages 142-153

  4. Temporal Data Analysis

    1. Front Matter

      Pages 155-155
      PDF

    3. Search of Extreme Episodes in Urban Ozone Maps

      • Miguel Cárdenas-Montes
      Pages 168-178
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Other Volumes

  1. 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)

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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.


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Keywords

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Editors and Affiliations

  • Data Science and Big Data Lab, Pablo de Olavide University, Seville, Spain

    Francisco Martínez Álvarez, Alicia Troncoso Lora

  • University of Salamanca, Salamanca, Spain

    José António Sáez Muñoz, Emilio Corchado

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

    Héctor Quintián

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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

  • DOI: https://doi.org/10.1007/978-3-030-20055-8

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-20054-1Published: 01 May 2019

  • eBook ISBN: 978-3-030-20055-8Published: 30 April 2019

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXI, 609

  • Number of Illustrations: 101 b/w illustrations, 167 illustrations in colour

  • 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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