Skip to main content
SpringerLink
Log in
Book cover
  • Conference proceedings
  • © 2018

Intelligent Distributed Computing XII

Editors:

  1. Javier Del Ser

    1. Basque Center for Applied Mathematics (BCAM), TECNALIA, University of the Basque Country (UPV/EHU), Derio, Bizkaia, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Eneko Osaba

    1. TECNALIA, Derio, Bizkaia, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Miren Nekane Bilbao

    1. University of the Basque Country (UPV/EHU), Bilbao, Bizkaia, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Javier J. Sanchez-Medina

    1. Computer Science Department, University of Las Palmas de Gran Canaria, Las Palmas, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Massimo Vecchio

    1. OpenIoT Reesarch Unit, FBK CREATE-NET, Trento, Italy

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Xin-She Yang

    1. Department of Design Engineering and Mathematics, Middlesex University, London, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents recent research on intelligent distributed computing
  • Includes the scientific outcomes of the 12th International Symposium on Intelligent Distributed Computing (IDC 2018), held in Bilbao, Spain from October 15 to 17, 2018
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 798)

Conference series link(s): IDC: International Symposium on Intelligent and Distributed Computing

Conference proceedings info: IDC 2018.

Sections

Buy it now

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
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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

Table of contents (38 papers)

  1. Front Matter

    Pages i-xv
    PDF

  2. Main Track

    1. Front Matter

      Pages 1-1
      PDF

    2. Long Distance In-Links for Ranking Enhancement

      • V. Carchiolo, M. Grassia, A. Longheu, M. Malgeri, G. Mangioni
      Pages 3-10

    3. Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency

      • Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser
      Pages 11-25

    4. Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures

      • Izaskun Oregi, Javier Del Ser, Aritz Perez, Jose A. Lozano
      Pages 26-39

    5. Slot Co-allocation Optimization in Distributed Computing with Heterogeneous Resources

      • Victor Toporkov, Anna Toporkova, Dmitry Yemelyanov
      Pages 40-49

    6. About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimization Framework

      • Antonio Benítez-Hidalgo, Antonio J. Nebro, Juan J. Durillo, José García-Nieto, Esteban López-Camacho, Cristóbal Barba-González et al.
      Pages 50-60

    7. Scalable Inference of Gene Regulatory Networks with the Spark Distributed Computing Platform

      • Cristóbal Barba-González, José García-Nieto, Antonio Benítez-Hidalgo, Antonio J. Nebro, José F. Aldana-Montes
      Pages 61-70

    9. Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks

      • Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola Kasabov
      Pages 82-94

  3. Energy

    1. Front Matter

      Pages 95-95
      PDF

    2. A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms

      • L. Cornejo-Bueno, J. Acevedo-Rodríguez, L. Prieto, S. Salcedo-Sanz
      Pages 97-106

    3. Bio-inspired Approximation to MPPT Under Real Irradiation Conditions

      • Cristian Olivares-Rodríguez, Tony Castillo-Calzadilla, Oihane Kamara-Esteban
      Pages 107-118

  4. Industry

    1. Front Matter

      Pages 119-119
      PDF

    2. Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification

      • Jesus Para, Javier Del Ser, Aitor Aguirre, Antonio J. Nebro
      Pages 121-134

    3. A Hybrid Optimization Algorithm for Standardization of Maintenance Plans

      • Eduardo Gilabert, Egoitz Konde, Aitor Arnaiz, Basilio Sierra
      Pages 135-144

    4. Labelling Drifts in a Fault Detection System for Wind Turbine Maintenance

      • Iñigo Martinez, Elisabeth Viles, Iñaki Cabrejas
      Pages 145-156

    5. Time Series Forecasting in Turning Processes Using ARIMA Model

      • Alberto Jimenez-Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, German Rodriguez
      Pages 157-166

  5. Mobility and Smart Cities

    1. Front Matter

      Pages 179-179
      PDF
Back to top

Other Volumes

  1. Intelligent Distributed Computing XII

Back to top

About this book

This book gathers a wealth of research contributions on recent advances in intelligent and distributed computing, and which present both architectural and algorithmic findings in these fields. A major focus is placed on new techniques and applications for evolutionary computation, swarm intelligence, multi-agent systems, multi-criteria optimization and Deep/Shallow machine learning models, all of which are approached as technological drivers to enable autonomous reasoning and decision-making in complex distributed environments. Part of the book is also devoted to new scheduling and resource allocation methods for distributed computing systems. The book represents the peer-reviewed proceedings of the 12th International Symposium on Intelligent Distributed Computing (IDC 2018), which was held in Bilbao, Spain, from October 15 to 17, 2018.
Back to top

Keywords

Back to top

Editors and Affiliations

  • Basque Center for Applied Mathematics (BCAM), TECNALIA, University of the Basque Country (UPV/EHU), Derio, Bizkaia, Spain

    Javier Del Ser

  • TECNALIA, Derio, Bizkaia, Spain

    Eneko Osaba

  • University of the Basque Country (UPV/EHU), Bilbao, Bizkaia, Spain

    Miren Nekane Bilbao

  • Computer Science Department, University of Las Palmas de Gran Canaria, Las Palmas, Spain

    Javier J. Sanchez-Medina

  • OpenIoT Reesarch Unit, FBK CREATE-NET, Trento, Italy

    Massimo Vecchio

  • Department of Design Engineering and Mathematics, Middlesex University, London, UK

    Xin-She Yang

Back to top

Bibliographic Information

  • Book Title: Intelligent Distributed Computing XII

  • Editors: Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sanchez-Medina, Massimo Vecchio, Xin-She Yang

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-99626-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Hardcover ISBN: 978-3-319-99625-7Published: 15 September 2018

  • Softcover ISBN: 978-3-030-07616-0Published: 26 January 2019

  • eBook ISBN: 978-3-319-99626-4Published: 14 September 2018

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XV, 448

  • Number of Illustrations: 108 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

Back to top

Publish with us

Policies and ethics

Back to top
Access via your institution

Buy it now

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
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Search

Navigation