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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

  • 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
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  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

  4. Expert Systems

    1. Front Matter
      Pages 209-209
      PDF
    2. Logic Programming and Artificial Neural Networks in Breast Cancer Detection
      José Neves, Tiago Guimarães, Sabino Gomes, Henrique Vicente, Mariana Santos, João Neves et al.
      Pages 211-224
    3. An ANFIS-Based Fault Classification Approach in Double-Circuit Transmission Line Using Current Samples
      Mohammad Amin Jarrahi, Haidar Samet, Hossein Raayatpisheh, Ahmad Jafari, Mohsen Rakhshan
      Pages 225-236
    4. Evolutionary Hybrid Configuration Applied to a Polymerization Process Modelling
      Silvia Curteanu, Elena-Niculina Dragoi, Vlad Dafinescu
      Pages 237-249
    5. Multi-layer Perceptrons for Voxel-Based Classification of Point Clouds from Natural Environments
      Victoria Plaza, Jose Antonio Gomez-Ruiz, Anthony Mandow, Alfonso Garcia-Cerezo
      Pages 250-261
    6. An Improved RBF Neural Network Approach to Nonlinear Curve Fitting
      Michael M. Li, Brijesh Verma
      Pages 262-275
    7. QSVM: A Support Vector Machine for Rule Extraction
      Guido Bologna, Yoichi Hayashi
      Pages 276-289
    8. Multiwindow Fusion for Wearable Activity Recognition
      Oresti Banos, Juan-Manuel Galvez, Miguel Damas, Alberto Guillen, Luis-Javier Herrera, Hector Pomares et al.
      Pages 290-297
    9. Ontological Sensor Selection for Wearable Activity Recognition
      Claudia Villalonga, Oresti Banos, Hector Pomares, Ignacio Rojas
      Pages 298-306
    10. Short-Term Spanish Aggregated Solar Energy Forecast
      Nicolas Perez-Mora, Vincent Canals, Victor Martinez-Moll
      Pages 307-319
    11. Intelligent Presentation Skills Trainer Analyses Body Movement
      Anh-Tuan Nguyen, Wei Chen, Matthias Rauterberg
      Pages 320-332
    12. Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment
      Alberto Guillén, Luis-Javier Herrera, Francisco Liébana, Oresti Baños, Ignacio Rojas
      Pages 333-340

  5. Advances in Computational Intelligence

    1. Front Matter
      Pages 341-341
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    2. Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem
      Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
      Pages 343-355
    3. Existence and Synthesis of Complex Hopfield Type Associative Memories
      Garimella Rama Murthy, Moncef Gabbouj
      Pages 356-369
    4. On Acceleration of Incremental Learning in Chaotic Neural Network
      Toshinori Deguchi, Toshiki Takahashi, Naohiro Ishii
      Pages 370-379
    5. Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process
      Nuria Rico, Maribel García Arenas, Desirée Romero, J. M. Crespo, Pedro Castillo, J. J. Merelo
      Pages 380-390
    6. Estimating Artificial Neural Networks with Generalized Method Moments
      Alexandre Street de Aguiar, João Marco Braga da Cunha
      Pages 391-399
    7. An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks
      Marco Vannucci, Valentina Colla, Silvia Cateni
      Pages 400-411
    8. Conventional Prediction vs Beyond Data Range Prediction of Loss Coefficient for Quarter Circle Breakwater Using ANFIS
      Arkal Vittal Hegde, Budime Raju
      Pages 412-421
    9. Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification
      José Daniel A. Santos, César Lincoln C. Mattos, Guilherme A. Barreto
      Pages 422-435
    10. On the Generalization of the Uninorm Morphological Gradient
      Manuel González-Hidalgo, Sebastia Massanet, Arnau Mir, Daniel Ruiz-Aguilera
      Pages 436-449
    11. Revisiting Image Vignetting Correction by Constrained Minimization of Log-Intensity Entropy
      Laura Lopez-Fuentes, Gabriel Oliver, Sebastia Massanet
      Pages 450-463
    12. Hybrid Dynamic Learning Systems for Regression
      Kaushala Dias, Terry Windeatt
      Pages 464-476
    13. A Novel Algorithm to Train Multilayer Hardlimit Neural Networks Based on a Mixed Integer Linear Program Model
      Jose B. da Fonseca
      Pages 477-487
    14. On Member Labelling in Social Networks
      Rafael Corchuelo, Antonia M. Reina Quintero, Patricia Jiménez
      Pages 488-499

  6. Applications of Computational Intelligence

    1. Front Matter
      Pages 501-501
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    2. Deconvolution of X-ray Diffraction Profiles Using Genetic Algorithms and Differential Evolution
      Sidolina P. Santos, Juan A. Gomez-Pulido, Florentino Sanchez-Bajo
      Pages 503-514
    3. Using ANN in Financial Markets Micro-Structure Analysis
      Brayan S. Reyes Daza, Octavio J. Salcedo Parra
      Pages 515-523
    4. Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment
      Michel Velázquez-Mariño, Miguel Atencia, Rodolfo García-Bermúdez, Daniel Pupo-Ricardo, Roberto Becerra-García, Luis Velázquez Pérez et al.
      Pages 524-535

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
  • Buy this book on publisher's site
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