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  • Conference proceedings
  • © 2021

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

  • 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

Conference proceedings info: SOCO 2020.

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eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-57802-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)

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Table of contents (83 papers)

  1. Front Matter

    Pages i-xxvii
  2. Soft Computing Applications

    1. Front Matter

      Pages 1-1
    2. Advanced Oversampling for Improved Detection of Software Anomalies in a Robot

      • Nuño Basurto, Michał  Woźniak, Carlos Cambra, Álvaro Herrero
      Pages 3-12
    3. A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset

      • Enrique de la Cal, Mirko Fáñez, Alvaro DaSilva, Jose Ramón Villar, Javier Sedano, Victor Suárez
      Pages 13-21
    4. How Noisy and Missing Context Influences Predictions in a Practical Context-Aware Data Mining System

      • Anca Avram, Oliviu Matei, Camelia-M. Pintea, Petrica C. Pop, Carmen Ana Anton
      Pages 22-32
    5. Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent Techniques

      • Bruno Baruque, Esteban Jove, Santiago Porras, José Luis Calvo-Rolle
      Pages 33-43
    6. Supported Decision-Making by Explainable Predictions of Ship Trajectories

      • Nadia Burkart, Marco F. Huber, Mathias Anneken
      Pages 44-54
  3. Evolutionary Computation

    1. Front Matter

      Pages 65-65
    2. A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems

      • Icíar Lloréns, Ricardo Alonso, Sergio Gil-López, Sandra Riaño, Javier Del Ser
      Pages 67-78
    3. A Behavioural Study of the Crossover Operator in Diploid Genetic Algorithms

      • Adrian Petrovan, Oliviu Matei, Rudolf Erdei
      Pages 79-88
    4. Parallel Differential Evolution with Variable Population Size for Global Optimization

      • Iztok Fister, Andres Iglesias, Akemi Galvez, Dušan Fister, Iztok Fister Jr.
      Pages 89-99
    5. A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns

      • Angel Miguel Garcia-Vico, Cristobal J. Carmona, Pedro Gonzalez, Maria Jose del Jesus
      Pages 100-110
  4. Artificial Neural Networks

    1. Front Matter

      Pages 111-111
    2. A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent Classifier

      • Asier Brull, Asier Zubizarreta, Itziar Cabanes, Jon Torres-Unda, Ana Rodriguez-Larrad
      Pages 113-122
    3. Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods

      • Jose Antonio Moscoso-López, Daniel Urda, Javier González-Enrique, Juan Jesus Ruiz-Aguilar, Ignacio J. Turias
      Pages 123-132
    4. On the Performance of Deep Learning Models for Time Series Classification in Streaming

      • Pedro Lara-Benítez, Manuel Carranza-García, Francisco Martínez-Álvarez, José C. Riquelme
      Pages 144-154
    5. An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM Architectures

      • Juan Pedro Llerena, Jesús García, José Manuel Molina
      Pages 155-165
    6. Novel Approach for Person Detection Based on Image Segmentation Neural Network

      • Dominik Stursa, Bruno Baruque Zanon, Petr Dolezel
      Pages 166-175

Other Volumes

  1. 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)

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.

Keywords

  • Soft Computing
  • Soft Computing Models
  • Industrial and Environmental Applications
  • SOCO
  • SOCO20

Editors and Affiliations

  • Grupo de Inteligencia Computacional Aplicada (GICAP), Departamento de Ingeniería Informática, Escuela Politécnica Superior, Universidad de Burgos, Burgos, Spain

    Álvaro Herrero, Carlos Cambra, Daniel Urda

  • Technological Institute of Castilla y León, Burgos, Spain

    Javier Sedano

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

    Héctor Quintián

  • University of Salamanca, Salamanca, Spain

    Emilio Corchado

Bibliographic Information

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-57802-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)