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

  • Ignacio Rojas
  • Gonzalo Joya
  • Andreu Catala
Conference proceedings IWANN 2015

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9095)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 9095)

Table of contents

  1. Front Matter
    Pages I-XXV
    PDF

  2. Pattern Recognition

    1. Front Matter
      Pages 1-1
      PDF
    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
      PDF
    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

Other volumes

  1. Advances in Computational Intelligence
    13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part I
  2. 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

About these proceedings

Introduction

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.

Keywords

ant colony optimization artificial intelligence bio-inspired systems brain-computer interface cenetic algorithm clustering cognitive robotics computer vision computing platforms data mining distributed artificial intelligence evolutionary algorithms knowledge representation and reasoning machine learning mobile robots natural language parallel computation search methodologies social networks wearable sensors

Editors and affiliations

  • Ignacio Rojas
    • 1
  • Gonzalo Joya
    • 2
  • Andreu Catala
    • 3
  1. 1.University of GranadaGranadaSpain
  2. 2.Department of Electronics TechnologyUniversity of MalagaMalagaSpain
  3. 3.Polytechnic University of CataloniaVilanova i la GeltrúSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-19222-2
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-19221-5
  • Online ISBN 978-3-319-19222-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book
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