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Advances in Computational Intelligence

13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part II

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Ignacio Rojas

    1. University of Granada, Granada, Spain

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  2. Gonzalo Joya

    1. Department of Electronics Technology, 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 9095)

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

Included in the following conference series:

Conference proceedings info: IWANN 2015.

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Table of contents (52 papers)

  1. Front Matter

    Pages I-XXV
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  2. Pattern Recognition

    1. Front Matter

      Pages 1-1
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    2. Developing Gene Classifier System for Autism Recognition

      • Tomasz Latkowski, Stanislaw Osowski
      Pages 3-14

    3. A Distributed Feature Selection Approach Based on a Complexity Measure

      • Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
      Pages 15-28

    4. Ensemble Feature Selection for Rankings of Features

      • Borja Seijo-Pardo, Verónica Bolón-Canedo, Iago Porto-Díaz, Amparo Alonso-Betanzos
      Pages 29-42

    5. A Medical Case-Based Reasoning Approach Using Image Classification and Text Information for Recommendation

      • Sara Nasiri, Johannes Zenkert, Madjid Fathi
      Pages 43-55

    6. Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning

      • Roberto Becerra-García, Rodolfo García-Bermúdez, Gonzalo Joya-Caparrós, Abel Fernández-Higuera, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño et al.
      Pages 56-68

    7. Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series

      • Antonio Manuel Durán-Rosal, Mónica de la Paz-Marín, Pedro Antonio Gutiérrez, César Hervás-Martínez
      Pages 69-79

    8. Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models

      • Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez
      Pages 80-91

    9. Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model

      • Pedro Antonio Gutiérrez, Juan Carlos Fernández, Mária Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz et al.
      Pages 92-102

    10. Automatic Eye Blink Detection Using Consumer Web Cameras

      • Beatriz Remeseiro, Alba Fernández, Madalena Lira
      Pages 103-114

    11. Insights on the Use of Convolutional Neural Networks for Document Image Binarization

      • J. Pastor-Pellicer, S. España-Boquera, F. Zamora-Martínez, M. Zeshan Afzal, Maria Jose Castro-Bleda
      Pages 115-126

    12. A Genetic Algorithms-Based LSSVM Classifier for Fixed-Size Set of Support Vectors

      • Danilo Avilar Silva, Ajalmar R. Rocha Neto
      Pages 127-141

    13. Ensemble of Minimal Learning Machines for Pattern Classification

      • Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri Holanda Souza Junior
      Pages 142-152

    14. Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models

      • Emil Eirola, Andrey Gritsenko, Anton Akusok, Kaj-Mikael Björk, Yoan Miche, Dušan Sovilj et al.
      Pages 153-164

    15. Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection

      • Luis-Javier Herrera, Alberto Guillén, Rubén Martínez, Carlos García, Hector Pomares, Oresti Baños et al.
      Pages 165-172

  3. Embedded intelligent systems

    1. Front Matter

      Pages 173-173
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    2. Modeling Retina Adaptation with Multiobjective Parameter Fitting

      • Pablo Martínez-Cañada, Christian Morillas, Samuel Romero, Francisco Pelayo
      Pages 175-184

    3. Stochastic-Based Implementation of Reservoir Computers

      • Miquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, Josep L. Rosselló
      Pages 185-196

    4. FPGA Implementation Comparison Between C-Mantec and Back-Propagation Neural Network Algorithms

      • Francisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Leonardo Franco
      Pages 197-208
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Other volumes

  1. Advances in Computational Intelligence

  2. Advances in Computational Intelligence

Keywords

About this book

This two-volume set LNCS 9094 and LNCS 9095 constitutes the thoroughly refereed proceedings of the 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, held in Palma de Mallorca, Spain, in June 2013. The 99 revised full papers presented together with 1 invited talk were carefully reviewed and selected from 195 submissions. The papers are organized in topical sections on brain-computer interfaces: applications and tele-services; multi-robot systems: applications and theory (MRSAT); video and image processing; transfer learning; structures, algorithms and methods in artificial intelligence; interactive and cognitive environments; mathematical and theoretical methods in fuzzy systems; pattern recognition; embedded intelligent systems; expert systems; advances in computational intelligence; and applications of computational intelligence.

Editors and Affiliations

  • University of Granada, Granada, Spain

    Ignacio Rojas

  • Department of Electronics Technology, University of Malaga, Malaga, Spain

    Gonzalo Joya

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

    Andreu Catala

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