Skip to main content
SpringerLink
Log in

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

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Álvaro Herrero

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Carlos Cambra

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Daniel Urda

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Javier Sedano

    1. Technological Institute of Castilla y León, Burgos, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Héctor Quintián

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Emilio Corchado

    1. University of Salamanca, Salamanca, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • 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

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1268)

Included in the following conference series:

Conference proceedings info: SOCO 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (83 papers)

  1. Artificial Neural Networks

    1. An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data

      • Esteban García-Cuesta, Jose M. López-López, Daniel Gómez-Vergel, Javier Huertas-Tato
      Pages 176-185

    2. Smart Song Equalization Based on the Classification of Musical Genres

      • Jesus Iriz, Miguel A. Patricio, Jose M. Molina, Antonio Berlanga
      Pages 186-195

  2. Special Session: Contributions of Soft Computing to Precision Agriculture

    1. Front Matter

      Pages 197-197
      Download chapter PDF

    2. Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution

      • Aleš Procházka, Martina Mudrová, Pavel Cejnar, Jan Mareš
      Pages 199-206

    3. Software Sensors for the Monitoring of Bioprocesses

      • Pavel Hrnčiřík
      Pages 207-215

    4. RGB Images Driven Recognition of Grapevine Varieties

      • Pavel Škrabánek, Petr Doležel, Radomil Matoušek, Petr Junek
      Pages 216-225

    5. Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering

      • Laura Melgar-García, Maria Teresa Godinho, Rita Espada, David Gutiérrez-Avilés, Isabel Sofia Brito, Francisco Martínez-Álvarez et al.
      Pages 226-236

    6. Counting Livestock with Image Segmentation Neural Network

      • Petr Dolezel, Dominik Stursa, Daniel Honc, Jan Merta, Veronika Rozsivalova, Ladislav Beran et al.
      Pages 237-244

    7. Smart, Precision or Digital Agriculture and Farming - Current State of Technology

      • Daniel Honc, Jan Merta
      Pages 245-254

    8. An Automated Platform for Microrobot Manipulation

      • Jan Vrba, Charlie Maslen, Ivan Rehor, Jan Mares
      Pages 255-265

    9. Growth Models of Female Dairy Cattle

      • Jaroslav Marek, Alena Pozdílková, Libor Kupka
      Pages 266-275

    10. A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops

      • Antonio Jesús Rivera, María Dolores Pérez-Godoy, David Elizondo, Lipika Deka, María José del Jesus
      Pages 276-285

  3. Special Session: Soft Computing Methods in Manufacturing and Management Systems

    1. Front Matter

      Pages 287-287
      Download chapter PDF

    2. Blocks of Jobs for Solving Two-Machine Flow Shop Problem with Normal Distributed Processing Times

      • Wojciech Bożejko, Paweł Rajba, Mieczysław Wodecki
      Pages 289-298

    3. Soft Computing Analysis of Pressure Decay Leak Test Detection

      • Ander Garcia, Juan Luis Ferrando, Ander Arbelaiz, Xabier Oregui, Andoni Bilbao, Zelmar Etxegoien
      Pages 299-308

    4. Fuzzy FMEA Application to Risk Assessment of Quality Control Process

      • Dagmara Łapczyńska, Anna Burduk
      Pages 309-319

    5. Similarity of Parts Determined by Semantic Networks as the Basis for Manufacturing Cost Estimation

      • Grzegorz Ćwikła, Krzysztof Bańczyk
      Pages 320-330

    6. A Simulated Annealing Based Method for Sequencing Problem in Mixed Model Assembly Lines

      • Damian Krenczyk, Karol Dziki
      Pages 331-341

    7. The Concept of Genetic Algorithm Application for Scheduling Operations with Multi-resource Requirements

      • Iwona Paprocka, Krzysztof Kalinowski, Barbara Balon
      Pages 342-351

  4. Special Session: Soft Computing Applications for the Management of Industrial and Environmental Enterprises

    1. Front Matter

      Pages 353-353
      Download chapter PDF
Back to top

Other volumes

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

Keywords

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.


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

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

  • Editors: Álvaro Herrero, Carlos Cambra, Daniel Urda, Javier Sedano, Héctor Quintián, Emilio Corchado

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-57802-2

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-57801-5Published: 29 August 2020

  • eBook ISBN: 978-3-030-57802-2Published: 28 August 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXVII, 876

  • Number of Illustrations: 104 b/w illustrations, 267 illustrations in colour

  • Topics: Computational Intelligence, Industrial and Production Engineering

Publish with us

Policies and ethics

Back to top

Search

Navigation