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Distributed Computing and Artificial Intelligence, 14th International Conference

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Sigeru Omatu

    1. Faculty of Engineering, Department of Electronics, Information and Communication Engineering , Osaka Institute of Technology, Osaka, Japan

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  2. Sara Rodríguez

    1. Departamento de Informática y Automática, Facultad de Ciencias, Universidad de Salamanca , Salamanca, Spain

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  3. Gabriel Villarrubia

    1. Departamento de Informática y Automática, Facultad de Ciencias, Universidad de Salamanca, Salamanca, Spain

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  4. Pedro Faria

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

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  5. Paweł Sitek

    1. Department of Control and Management Systems, Kielce University of Technology, Faculty of Electrical Engineering and Computer Science, Kielce, Poland

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  6. Javier Prieto

    1. Departamento de Informática y Automática, Universidad de Salamanca, Salamanca, Spain

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  • Highlights the latest research on distributed computing and artificial intelligence
  • Presents the outcomes of the 14th International Symposium on Distributed Computing and Artificial Intelligence 2017 (DCAI 2017) held in Porto, Portugal, from 21st to 23rd June, 2017
  • Written by respected experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 620)

Included in the following conference series:

Conference proceedings info: DCAI 2017.

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About this book

The 14th International Symposium on Distributed Computing and Artificial Intelligence 2017 (DCAI 2017) provided a forum for presenting the application of innovative techniques to study and solve complex problems. The exchange of ideas between scientists and technicians from both the academic and industrial sector is essential to advancing the development of systems that can meet the ever-growing demands of today’s society. 

The book brings together past experience, current work and promising future trends in distributed computing, artificial intelligence and their applications to efficiently solve real-world problems. It combines contributions in well-established and evolving areas of research, including the content of the DCAI 17 Special Sessions, which focused on multi-disciplinary and transversal aspects, such as AI-driven methods for multimodal networks and processes modeling, and secure management towards smart buildings and smart grids.

The symposium was jointly organized by the Polytechnic of Porto, the Osaka Institute of Technology and the University of Salamanca. The latest event was held in Porto, Portugal, from 21st to 23rd June 2017.

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. AI–Driven Methods for Multimodal Networks and Processes Modeling

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Optimization of urban freight distribution with different time constraints - a hybrid approach

      • Paweł Sitek, Jarosław Wikarek, Tadeusz Stefański
      Pages 3-10

    3. Artificial bee colony algorithms for two-sided assembly line worker assignment and balancing problem

      • Mukund Nilakantan Janardhanan, Zixiang Li, Peter Nielsen, Qiuhua Tang
      Pages 11-18

    4. Cyclic steady state behavior subject to grid-like network constraints

      • Grzegorz Bocewicz, Robert Wójcik, Zbigniew Banaszak
      Pages 19-28

    5. Application of Fuzzy Logic and Genetic Algorithms in Automated Works Transport Organization

      • Arkadiusz Gola, Grzegorz Kłosowski
      Pages 29-36

    6. Quality Assessment of Implementation of Strategy Design Pattern

      • Rafał Wojszczyk
      Pages 37-44

    7. Minimizing energy consumption in a straight robotic assembly line using differential evolution algorithm

      • Mukund Nilakantan Janardhanan, Peter Nielsen, Zixiang Li, S. G. Ponnambalam
      Pages 45-52

    8. The effectiveness of data mining techniques in the detection of DDoS attacks

      • Daniel Czyczyn-Egird, Rafał Wojszczyk
      Pages 53-60

  3. Intelligent and Secure Management towards Smart Buildings and Smart Grids

    1. Front Matter

      Pages 61-61
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    2. Statistics-Based Approach to Enable Consumer Profile Definition for Demand Response Programs

      • R. A. S. Fernandes, L. O. Deus, L. Gomes, Z. Vale
      Pages 63-70

    3. Feature Extraction-Based Method for Voltage Sag Source Location in the Context of Smart Grids

      • F. A. S. Borges, I. N. Silva, R. A. S. Fernandes
      Pages 71-78

    4. A multi-agent system for energy trading between prosumers

      • Meritxell Vinyals, Maxime Velay, Mario Sisinni
      Pages 79-86

    5. Smart Grids Data Management: A Case for Cassandra

      • Gil Pinheiro, Eugénia Vinagre, Isabel Praça, Zita Vale, Carlos Ramos
      Pages 87-95

    6. Data Mining for Prosumers Aggregation considering the Self-Generation

      • Catarina Ribeiro, Tiago Pinto, Zita Vale, José Baptista
      Pages 96-103

  4. Distributed Computing and Artificial Intelligence

    1. Front Matter

      Pages 105-105
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    2. Control of Accuracy of Forming Elastic-Deformable Shafts with Low Rigidity

      • Antoni Świć, Arkadiusz Gola
      Pages 107-114

    3. A Negotiation Algorithm for Decision-Making in the Construction Domain

      • Arazi Idrus, Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azani Yahya, Hapsa Husen
      Pages 115-123

    4. Deep neural networks and transfer learning applied to multimedia web mining

      • Daniel López-Sánchez, Angélica González Arrieta, Juan M. Corchado
      Pages 124-131

    5. Predicting the risk of suffering chronic social exclusion with machine learning

      • Emilio Serrano, Pedro del Pozo-Jiménez, Mari Carmen Suárez-Figueroa, Jacinto González-Pachón, Javier Bajo, Asunción Gómez-Pérez
      Pages 132-139
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Other volumes

  1. Decision Economics: In the Tradition of Herbert A. Simon's Heritage

  2. Distributed Computing and Artificial Intelligence, 14th International Conference

Editors and Affiliations

  • Faculty of Engineering, Department of Electronics, Information and Communication Engineering , Osaka Institute of Technology, Osaka, Japan

    Sigeru Omatu

  • Departamento de Informática y Automática, Facultad de Ciencias, Universidad de Salamanca , Salamanca, Spain

    Sara Rodríguez

  • Departamento de Informática y Automática, Facultad de Ciencias, Universidad de Salamanca, Salamanca, Spain

    Gabriel Villarrubia

  • GECAD - Instituto Superior de Engenharia, Porto, Portugal

    Pedro Faria

  • Department of Control and Management Systems, Kielce University of Technology, Faculty of Electrical Engineering and Computer Science, Kielce, Poland

    Paweł Sitek

  • Departamento de Informática y Automática, Universidad de Salamanca, Salamanca, Spain

    Javier Prieto

About the editors

Sigeru Omatu, Osaka Institute of Technology, Osaka, Japan

Sigeru Omatu, Osaka Institute of Technology, Osaka Prefecture, University Faculty of Engineering

Omiya 5-16-1 535-8585, Osaka 27 Japan.

 

Sara Rodríguez Universidad de Salamanca , Salamanca, Spain

Sara Rodríguez, Dept. of Computer Sci.& Automation Cont. University of Salamanca

Plaza de la Merced S/N 37008 Salamanca, Spain.

 

Gabriel Villarrubia, Universidad de Salamanca, Salamanca, Spain

Gabriel Villarrubia, Universidad de Salamanca, Departamento de Informática y Automática Calle Espejo s/n 37007. Salamanca. Spain.

 

Pedro Faria GECAD - Instituto Superior de Engenharia do Porto, Porto, Portugal

Pedro Faria GECAD - Instituto Superior de Engenharia, R. Dr. António, Bernardino de Almeida, 431

4200-072 Porto, Portugal

 

Pawel Sitek, Kielce University of Technology, Faculty of Electrical Engineering and Computer Science, Kielce, Poland

Pawel Sitek, Kielce Univ Tech, Fac of Electrical Engg, Dept of Control & Management, Al.1000-PP 7 25-314 Kielce, Poland.



Bibliographic Information

  • Book Title: Distributed Computing and Artificial Intelligence, 14th International Conference

  • Editors: Sigeru Omatu, Sara Rodríguez, Gabriel Villarrubia, Pedro Faria, Paweł Sitek, Javier Prieto

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-62410-5

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Softcover ISBN: 978-3-319-62409-9Published: 20 June 2017

  • eBook ISBN: 978-3-319-62410-5Published: 19 June 2017

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVIII, 344

  • Number of Illustrations: 137 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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