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Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Sara Rodríguez

    1. BISITE Digital Innovation Hub, University of Salamanca, Salamanca, Spain

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  2. Javier Prieto

    1. BISITE Digital Innovation Hub, University of Salamanca, Salamanca, Spain

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  3. Pedro Faria

    1. GECAD - Instituto Superior de Engenharia, Porto, Portugal

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  4. Sławomir Kłos

    1. Department of Computer Science and Production Management, University of Zielona Góra, Zielona Góra, Poland

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  5. Alberto Fernández

    1. Computing Science and Artificial Intelligence, Rey Juan Carlos University, Móstoles, Spain

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  6. Santiago Mazuelas

    1. Basque Center for Applied Mathematics, Bilbao, Spain

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  7. M. Dolores Jiménez-López

    1. Basque Center for Applied Mathematics, Universidad de Alcalá, Alcalá de Henares, Spain

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  8. María N. Moreno

    1. Departamento de Informática y Automática, University of Salamanca, Salamanca, Spain

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  9. Elena M. Navarro

    1. Departamento de Sistemas Informáticos, University of Castilla-La Mancha, Albacete, Spain

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  • Highlights the latest research on distributed computing and artificial intelligence
  • Presents the outcomes of the special sessions of 15th International Conference on Distributed Computing and Artificial Intelligence 2018 (DCAI 2018) held in Toledo, Spain, from 20th to 22nd June 2018
  • Written by respected experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 801)

Included in the following conference series:

Conference proceedings info: DCAI 2018.

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About this book

This book presents the outcomes of the 15th International Conference on Distributed Computing and Artificial Intelligence, held in Toledo (Spain) from 20th to 22nd June 2018 and hosted by the UCLM, and which brought together researchers and developers from industry, education and the academic world to report on the latest scientific research, technical advances and methodologies. Highlighting multi-disciplinary and transversal aspects, the book focuses on the conferences Special Sessions, including Advances in Demand Response and Renewable Energy Sources in Smart Grids (ADRESS); AI- Driven Methods for Multimodal Networks and Processes Modeling (AIMPM); Social Modelling of Ambient Intelligence in Large Facilities (SMAILF); Communications, Electronics and Signal Processing (CESP); Complexity in Natural and Formal Languages (CNFL); and Web and Social Media Mining (WASMM).

 

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xxxiv
    Download chapter PDF

  2. Special Session on Advances on Demand Response and Renewable Energy Sources in Smart Grids (ADRESS)

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings

      • Rui Andrade, Tiago Pinto, Isabel Praça, Zita Vale
      Pages 3-11

    3. Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation

      • João Nascimento, Tiago Pinto, Zita Vale
      Pages 12-20

    4. Demand Response Implementation in an Optimization Based SCADA Model Under Real-Time Pricing Schemes

      • Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita Vale
      Pages 21-29

  3. Special Session on AI–Driven Methods for Multimodal Networks and Processes Modeling (AIMPM)

    1. Front Matter

      Pages 31-31
      Download chapter PDF

    2. Food Supply Chain Optimization – A Hybrid Approach

      • Paweł Sitek, Jarosław Wikarek, Tadeusz Stefański
      Pages 33-41

    3. The Use of the Simulation Method in Analysing the Performance of a Predictive Maintenance System

      • Sławomir Kłos, Justyna Patalas-Maliszewska
      Pages 42-49

    4. Modelling of Knowledge Resources for Preventive Maintenance

      • Justyna Patalas-Maliszewska, Sławomir Kłos
      Pages 50-57

    5. Practical Application of a Multimodal Approach in Simulation Modeling of Production and Assembly Systems

      • Pawel Pawlewski
      Pages 58-66

    6. Method of Quality Assessment of the Implementation of Design Patterns Used in Production

      • Rafał Wojszczyk, Piotr Stola
      Pages 67-74

    7. Routing and Scheduling of Unmanned Aerial Vehicles Subject to Cyclic Production Flow Constraints

      • G. Bocewicz, P. Nielsen, Z. Banaszak, A. Thibbotuwawa
      Pages 75-86

    8. World Wide Web CBIR Searching Using Query by Approximate Shapes

      • Roman Stanisław Deniziak, Tomasz Michno
      Pages 87-95

    9. Defect Prediction in Software Using Predictive Models Based on Historical Data

      • Daniel Czyczyn-Egird, Adam Slowik
      Pages 96-103

    10. The Use of Artificial Neural Networks in Tomographic Reconstruction of Soil Embankments

      • Tomasz Rymarczyk, Grzegorz Kłosowski, Arkadiusz Gola
      Pages 104-112

    11. Occurrences Management in a Smart-City Context

      • Mário Ferreira, João Ramos, Paulo Novais
      Pages 113-120

  4. Special Session on Social Modelling of Ambient Intelligence in Large Facilities (SMAILF)

    1. Front Matter

      Pages 121-121
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    2. Exploiting User Movements to Derive Recommendations in Large Facilities

      • Jürgen Dunkel, Ramón Hermoso, Florian Rückauf
      Pages 123-131

    3. Using Queueing Networks to Approximate Pedestrian Simulations

      • Ismael Sagredo-Olivenza, Marlon Cárdenas-Bonett, Jorge J. Gómez-Sanz
      Pages 132-139

    4. An Agent-Based Simulation Model for Emergency Egress

      • Álvaro Carrera, Eduardo Merino, Pablo Aznar, Guillermo Fernández, Carlos A. Iglesias
      Pages 140-148
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Other volumes

  1. Distributed Computing and Artificial Intelligence, 15th International Conference

  2. Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference

  3. Distributed Computing and Artificial Intelligence, Special Sessions II, 15th International Conference

  4. Decision Economics. Designs, Models, and Techniques for Boundedly Rational Decisions

Editors and Affiliations

  • BISITE Digital Innovation Hub, University of Salamanca, Salamanca, Spain

    Sara Rodríguez, Javier Prieto

  • GECAD - Instituto Superior de Engenharia, Porto, Portugal

    Pedro Faria

  • Department of Computer Science and Production Management, University of Zielona Góra, Zielona Góra, Poland

    Sławomir Kłos

  • Computing Science and Artificial Intelligence, Rey Juan Carlos University, Móstoles, Spain

    Alberto Fernández

  • Basque Center for Applied Mathematics, Bilbao, Spain

    Santiago Mazuelas

  • Basque Center for Applied Mathematics, Universidad de Alcalá, Alcalá de Henares, Spain

    M. Dolores Jiménez-López

  • Departamento de Informática y Automática, University of Salamanca, Salamanca, Spain

    María N. Moreno

  • Departamento de Sistemas Informáticos, University of Castilla-La Mancha, Albacete, Spain

    Elena M. Navarro

Bibliographic Information

  • Book Title: Distributed Computing and Artificial Intelligence, Special Sessions, 15th International Conference

  • Editors: Sara Rodríguez, Javier Prieto, Pedro Faria, Sławomir Kłos, Alberto Fernández, Santiago Mazuelas, M. Dolores Jiménez-López, María N. Moreno, … Elena M. Navarro

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-99608-0

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-319-99607-3Published: 09 January 2019

  • eBook ISBN: 978-3-319-99608-0Published: 08 January 2019

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXXIV, 473

  • Number of Illustrations: 53 b/w illustrations, 105 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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