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Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Francisco Zayas-Gato

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

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  2. Antonio Díaz-Longueira

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

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  3. José-Luis Casteleiro-Roca

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

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  4. Esteban Jove

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

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  • Highlights the latest research on distributed computing and artificial intelligence
  • Presents the special sessions of the 21st International Conference on Distributed Computing and Artificial Intelligence
  • Written by respected experts in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 1173)

Included in the following conference series:

Conference proceedings info: DCAI 2024.

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About this book

This volume of LNNS contains accepted papers presented at DCAI conference in the Special Session on Intelligent Systems Applications (ISA), Salamanca (Spain), June 2024. ISA is a major forum for presentation of development and applications of innovative techniques in the fields of building management, assistive technologies, the applied engineering, and industry. The scientific committee of the ISA has selected 9 full papers for its publication. This year ISA Special Session has teamed up with “Logic Journal of the IGPL” (Oxford University Press) for one special issue including selected papers from ISA Special Session 2024. We would like to thank all the contributing authors, National Associations (AEPIA, APPIA), and sponsors (AIR Institute). Finally, we are grateful and value the hard work of the Program Committee members and the Organizing Committee of the University of Salamanca which has been essential for the success of the ISA Special Session 2024.

Keywords

Table of contents (9 papers)

  1. Front Matter

    Pages i-xii
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  2. A Machine Learning - Based System for Determining Water Potability

    • Míriam Timiraos, Antonio Díaz-Longueira, Francisco Zayas-Gato, José-Luis Casteleiro-Roca, Óscar Fontenla-Romero, José Luis Calvo-Rolle
    Pages 1-10

  3. Energy Forecasting Using Intelligent Models

    • Rafael Arnay, Javier Hernández-Aceituno, José-Francisco Gómez-González, Juan A. Méndez-Pérez
    Pages 11-21

  4. A Deep Learning-Based OCR System Implementation for Traceability Ensurement in a Metal Manufacturing Workshop

    • Paula Arcano-Bea, Míriam Timiraos, Pablo Fariñas, Francisco Zayas-Gato, José Luis Calvo-Rolle, Esteban Jove
    Pages 22-31

  5. Dimensional Reduction Techniques for the Characterization of Behavioral Patterns in Dairy Cows

    • Álvaro Michelena, Antonio Díaz-Longueira, Paula Arcano-Bea, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle
    Pages 32-41

  6. Geothermal Heat Exchanger’s Temperature Input Sensor Prediction Based on Deep Learning Modelling Technique

    • Pedro Oliveira, Paula Arcano-Bea, Franciso S. Marcondes, José Luis Calvo-Rolle, Paulo Novais, Esteban Jove
    Pages 42-51

  7. A Hybrid Intelligence Model Forecasts the Temperature of a Battery Used in Electric Vehicles

    • Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Álvaro Michelena, Rafael Vega Vega, José-Luis Casteleiro-Roca et al.
    Pages 52-62

  8. A Comparative Analysis of Algorithms and Metrics to Perform Clustering

    • Manuel Rubiños, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, María Teresa García-Ordás, Héctor Alaiz-Moretón
    Pages 63-72

  9. Wind Speed Virtual Sensor for Small Wind Turbine

    • Antonio Díaz-Longueira, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Francisco Javier de Cos Juez, José Luis Calvo-Rolle
    Pages 73-83

  10. Reconstructing Turbulence-Distorted Wavefronts Through Laser-Beam Profiles

    • Alejandro Buendía-Roca, Saúl Pérez-Fernández, Carlos González-Gutiérrez, Santiago Iglesias-Álvarez, Javier Rodríguez-Rodríguez, Julia María Fernández-Díaz et al.
    Pages 84-93

  11. Back Matter

    Pages 95-95
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Other volumes

  1. Distributed Computing and Artificial Intelligence, Special Sessions II, 21st International Conference

  2. Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference

  3. Distributed Computing and Artificial Intelligence, Special Sessions I, 21st International Conference

  4. Distributed Computing and Artificial Intelligence, 21st International Conference

Editors and Affiliations

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

    Francisco Zayas-Gato, Antonio Díaz-Longueira, José-Luis Casteleiro-Roca, Esteban Jove

Bibliographic Information

  • Book Title: Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference

  • Editors: Francisco Zayas-Gato, Antonio Díaz-Longueira, José-Luis Casteleiro-Roca, Esteban Jove

  • Series Title: Lecture Notes in Networks and Systems

  • DOI: https://doi.org/10.1007/978-3-031-73910-1

  • 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 2024

  • Softcover ISBN: 978-3-031-73909-5Published: 16 November 2024

  • eBook ISBN: 978-3-031-73910-1Published: 15 November 2024

  • Series ISSN: 2367-3370

  • Series E-ISSN: 2367-3389

  • Edition Number: 1

  • Number of Pages: XII, 95

  • Number of Illustrations: 5 b/w illustrations, 31 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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