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Advances in Computational Intelligence

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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Ignacio Rojas

    1. Universidad de Granada , Granada, Spain

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  2. Gonzalo Joya

    1. University of Malaga , Malaga, Spain

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  3. Andreu Catala

    1. Polytechnic University of Catalonia, Vilanova i la Geltrú, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10305)

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

Included in the following conference series:

Conference proceedings info: IWANN 2017.

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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.

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Keywords

Table of contents (65 papers)

  1. Front Matter

    Pages I-XXIX
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  2. Bio-inspired Computing

    1. Front Matter

      Pages 1-1
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    2. A Parallel Swarm Library Based on Functional Programming

      • Fernando Rubio, Alberto de la Encina, Pablo Rabanal, Ismael Rodríguez
      Pages 3-15

    3. A Parallel Island Approach to Multiobjective Feature Selection for Brain-Computer Interfaces

      • Julio Ortega, Dragi Kimovski, John Q. Gan, Andrés Ortiz, Miguel Damas
      Pages 16-27

    4. Deep Belief Networks and Multiobjective Feature Selection for BCI with Multiresolution Analysis

      • Julio Ortega, Andrés Ortiz, Pedro Martín-Smith, John Q. Gan, Jesús González-Peñalver
      Pages 28-39

    5. IMOGA/SOM: An Intelligent Multi-objective Genetic Algorithm Using Self Organizing Map

      • Subhradip Aon, Ashis Sau, Prasenjit Dey, Tandra Pal
      Pages 40-51

    6. Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding Scheme

      • José L. Subirats, Héctor Mesa, Francisco Ortega-Zamorano, Gustavo E. Juárez, José M. Jerez, Ignacio Turias et al.
      Pages 52-61

    7. Tuning of Clustering Search Based Metaheuristic by Cross-Validated Racing Approach

      • Thiago Henrique Lemos Fonseca, Alexandre Cesar Muniz de Oliveira
      Pages 62-72

    8. A Transformation Approach Towards Big Data Multilabel Decision Trees

      • Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, Francisco Javier Pulgar, Maria Jose del Jesus
      Pages 73-84

    9. Evolutionary Support Vector Regression via Genetic Algorithms: A Dual Approach

      • Shara S. A. Alves, Madson L. D. Dias, Ajalmar R. da Rocha Neto, Ananda L. Freire
      Pages 85-97

  3. E-Health and Computational Biology

    1. Front Matter

      Pages 99-99
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    2. Analysis of Electroreception with Temporal Code-Driven Stimulation

      • Ángel Lareo, Caroline Garcia Forlim, Reynaldo D. Pinto, Pablo Varona, Francisco B. Rodríguez
      Pages 101-111

    3. A Novel Technique to Estimate Biological Parameters in an Epidemiology Problem

      • Antone dos Santos Benedito, Fernando Luiz Pio dos Santos
      Pages 112-122

    4. Breast Cancer Microarray and RNASeq Data Integration Applied to Classification

      • Daniel Castillo, Juan Manuel Galvez, Luis Javier Herrera, Ignacio Rojas
      Pages 123-131

    5. Deep Learning Using EEG Data in Time and Frequency Domains for Sleep Stage Classification

      • Martí Manzano, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
      Pages 132-141

  4. Human Computer Interaction

    1. Front Matter

      Pages 143-143
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    2. Application of an Eye Tracker Over Facility Layout Problem to Minimize User Fatigue

      • Juan García-Saravia, Lorenzo Salas-Morera, Laura García-Hernández, Adoración Antolí Cabrera
      Pages 145-156

    3. Active Sensing in Human Activity Recognition

      • Alfredo Nazábal, Antonio Artés
      Pages 157-166

    4. Searching the Sky for Neural Networks

      • Erich Schikuta, Abdelkader Magdy, Irfan Ul Haq, A. Baith Mohamed, Benedikt Pittl, Werner Mach
      Pages 167-178

  5. Image and Signal Processing

    1. Front Matter

      Pages 179-179
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Other volumes

  1. Advances in Computational Intelligence

  2. Advances in Computational Intelligence

Editors and Affiliations

  • Universidad de Granada , Granada, Spain

    Ignacio Rojas

  • University of Malaga , Malaga, Spain

    Gonzalo Joya

  • Polytechnic University of Catalonia, Vilanova i la Geltrú, 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 I

  • Editors: Ignacio Rojas, Gonzalo Joya, Andreu Catala

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-319-59153-7

  • Publisher: Springer Cham

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

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-59152-0Published: 18 May 2017

  • eBook ISBN: 978-3-319-59153-7Published: 04 June 2017

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIX, 761

  • Number of Illustrations: 254 b/w illustrations

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

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