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  • © 2017

Advances in Computational Intelligence

14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10306)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): IWANN: International Work-Conference on Artificial Neural Networks

Conference proceedings info: IWANN 2017.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XXIX
  2. Computational Intelligence Tools and Techniques for Biomedical Applications

    1. Front Matter

      Pages 1-1
    2. Prediction of Protein Oxidation Sites

      • Francisco J. Veredas, Francisco R. CantĂłn, Juan C. Aledo
      Pages 3-14
    3. Neuronal Texture Analysis in Murine Model of Down’s Syndrome

      • Auxiliadora Sarmiento, Miguel Ángel FernĂĄndez-Granero, Beatriz GalĂĄn, MarĂ­a Luz Montesinos, Irene FondĂłn
      Pages 15-25
    4. Architecture for Neurological Coordination Tests Implementation

      • Michel VelĂĄzquez-Mariño, Miguel Atencia, Rodolfo GarcĂ­a-BermĂșdez, Francisco Sandoval, Daniel Pupo-Ricardo
      Pages 26-37
    5. Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images

      • Stefan Postavaru, Ruxandra Stoean, Catalin Stoean, Gonzalo Joya Caparros
      Pages 38-49
    6. Deep Learning to Analyze RNA-Seq Gene Expression Data

      • D. Urda, J. Montes-Torres, F. Moreno, L. Franco, J. M. Jerez
      Pages 50-59
  3. Assistive Rehabilitation Technology

    1. Front Matter

      Pages 61-61
    2. Designing BENECA m-Health APP, A Mobile Health Application to Monitor Diet and Physical Activity in Cancer Survivors

      • Mario Lozano-Lozano, Jose A. Moral-Munoz, Noelia Galiano-Castillo, Lydia MartĂ­n-MartĂ­n, Carolina FernĂĄndez-Lao, Manuel Arroyo-Morales et al.
      Pages 63-70
    3. Automatic 2D Motion Capture System for Joint Angle Measurement

      • Carlos Bailon, Miguel Damas, Hector Pomares, Oresti Banos
      Pages 71-81
    4. Mobile Application for Executing Therapies with Robots

      • Manuel Martin-Ortiz, Min-Gyu Kim, Emilia I. Barakova
      Pages 82-92
  4. Computational Intelligence Methods for Time Series

    1. Front Matter

      Pages 93-93
    2. Automated EEG Signals Analysis Using Quantile Graphs

      • Andriana S. L. O. Campanharo, Erwin Doescher, Fernando M. Ramos
      Pages 95-103
    3. Hybrid Models for Short-Term Load Forecasting Using Clustering and Time Series

      • Wael Alkhatib, Alaa Alhamoud, Doreen Böhnstedt, Ralf Steinmetz
      Pages 104-115
    4. Multi-resolution Time Series Discord Discovery

      • Heider Sanchez, Benjamin Bustos
      Pages 116-128
    5. A Pliant Arithmetic-Based Fuzzy Time Series Model

      • JĂłzsef Dombi, TamĂĄs JĂłnĂĄs, Zsuzsanna Eszter TĂłth
      Pages 129-141
    6. Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis

      • Diego Rivera-GarcĂ­a, Luis Angel GarcĂ­a-Escudero, AgustĂ­n Mayo-Iscar, JoaquĂ­n Ortega
      Pages 142-153
    7. Introducing a Fuzzy-Pattern Operator in Fuzzy Time Series

      • Abel Rubio, Enriqueta Vercher, JosĂ© D. BermĂșdez
      Pages 154-164
    8. Scalable Forecasting Techniques Applied to Big Electricity Time Series

      • Antonio Galicia, JosĂ© F. Torres, Francisco MartĂ­nez-Álvarez, Alicia Troncoso
      Pages 165-175
    9. Forecasting Financial Time Series with Multiple Kernel Learning

      • Luis FĂĄbregues, Argimiro Arratia, LluĂ­s A. Belanche
      Pages 176-187

Other Volumes

  1. Advances in Computational Intelligence

About this book

This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, held in Cadiz, Spain, in June 2017.

The 126 revised full papers presented in this double volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on Bio-inspired Computing; E-Health and Computational Biology; Human Computer Interaction; Image and Signal Processing; Mathematics for Neural Networks; Self-organizing Networks; Spiking Neurons; Artificial Neural Networks in Industry ANNI'17; Computational Intelligence Tools and Techniques for Biomedical Applications; Assistive Rehabilitation Technology; Computational Intelligence Methods for Time Series; Machine Learning Applied to Vision and Robotics; Human Activity Recognition for Health and Well-Being Applications; Software Testing and Intelligent Systems; Real World Applications of BCI Systems; Machine Learning in Imbalanced Domains; Surveillance and Rescue Systems and Algorithms for Unmanned Aerial Vehicles; End-User Development for Social Robotics; Artificial Intelligence and Games; and Supervised, Non-Supervised, Reinforcement and Statistical Algorithms.

Editors and Affiliations

  • Universidad de Granada, Granada, Spain

    Ignacio Rojas

  • University of Malaga, Malaga, Spain

    Gonzalo Joya

  • Polytechnic University of Catalonia, Vilanova i la GeltrĂș, Spain

    Andreu Catala

Bibliographic Information

  • Book Title: Advances in Computational Intelligence

  • Book Subtitle: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II

  • Editors: Ignacio Rojas, Gonzalo Joya, Andreu Catala

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-59147-6

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-59146-9Published: 18 May 2017

  • eBook ISBN: 978-3-319-59147-6Published: 04 June 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIX, 763

  • Number of Illustrations: 229 b/w illustrations

  • Topics: Computational Biology/Bioinformatics, Artificial Intelligence, Theory of Computation

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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