Advances in Computational Intelligence

1. Front Matter

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2. Metaheuristics

   1. Model Probability in Self-organising Maps

      • Anastassia Angelopoulou, Alexandra Psarrou, José García-Rodríguez, Markos Mentzelopoulos, Gaurav Gupta

      Pages 1-10

   2. Topological Effects on the Performance of Island Model of Parallel Genetic Algorithm

      • Wang Guan, Kwok Yip Szeto

      Pages 11-19

   3. Artificial Bee Clustering Search

      • Tarcísio Souza Costa, Alexandre César Muniz de Oliveira

      Pages 20-27

   4. A Metaheuristic Approach for the Seaside Operations in Maritime Container Terminals

      • Eduardo Lalla Ruiz, Christopher Expósito Izquierdo, Belén Melián Batista, José Marcos Moreno-Vega

      Pages 28-35

   5. Restricted Dynamic Heterogeneous Fleet Vehicle Routing Problem with Time Windows

      • Jesica de Armas, Belén Melián-Batista, José A. Moreno-Pérez

      Pages 36-45

   6. Effect of the Initial Solutions to Balance Routes in Vehicle Routing Problem with Time Windows

      • Alondra De Santiago, Belén Melián-Batista, Ada Álvarez, Francisco AngelBello

      Pages 46-52

   7. An Ant System Algorithm for the Neutralization Problem

      • Ramazan Algin, Ali Fuat Alkaya, Vural Aksakalli, Dindar Öz

      Pages 53-61

   8. Solving Credit Card Fraud Detection Problem by the New Metaheuristics Migrating Birds Optimization

      • Ekrem Duman, Ilker Elikucuk

      Pages 62-71

3. Bioinformatics/Biomedicine in Computational Intelligence

   1. Parametric and Non-parametric Feature Selection for Kidney Transplants

      • Raimundo Garcia-del-Moral, Alberto Guillén, Luis Javier Herrera, Antonio Cañas, Ignacio Rojas

      Pages 72-79

   2. Acute Lymphoblastic Leukemia Identification Using Blood Smear Images and a Neural Classifier

      • Adnan Khashman, Hayder Hassan Abbas

      Pages 80-87

   3. Modeling of Survival Curves in Food Microbiology Using Fuzzy Wavelet Neural Networks

      • Vassilis S. Kodogiannis, Ilias Petrounias

      Pages 88-95

   4. Modeling Tissue Temperature Dynamics during Laser Exposure

      • Loris Fichera, Diego Pardo, Leonardo S. Mattos

      Pages 96-106

   5. An Ensemble of Classifiers Guided by the AAL Brain Atlas for Alzheimer’s Disease Detection

      • Alexandre Savio, Manuel Graña

      Pages 107-114

   6. Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2

      • Roberto Becerra, Gonzalo Joya, Rodolfo Valentin García Bermúdez, Luis Velázquez, Roberto Rodríguez, Carmen Pino

      Pages 115-123

   7. Phonocardiography Signal Segmentation for Telemedicine Environments

      • Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos M. Travieso-Gonzales, Germán Castellanos-Domínguez

      Pages 124-134

   8. Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising

      • Rodolfo Garcá-Bermúdez, Fernando Rojas, Roberto Antonio Becerra García, Luis Velázquez Pérez, Roberto Rodríguez

      Pages 135-141

   9. Identification of Postural Transitions Using a Waist-Located Inertial Sensor

      • Daniel Rodríguez Martín, Albert Samá, Carlos Pérez López, Andreu Catalá, Joan Cabestany, Alejandro Rodríguez Molinero

      Pages 142-149

   10. Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features

       • Francisco Ortuño, Olga Valenzuela, Héctor Pomares, Ignacio Rojas

       Pages 150-158

   11. Animal Vibrissae: Modeling and Adaptive Control of Bio-inspired Sensors

       • Carsten Behn, Tonia Schmitz, Hartmut Witte, Klaus Zimmermann

       Pages 159-170

This two-volume set LNCS 7902 and 7903 constitutes the refereed proceedings of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, held in Puerto de la Cruz, Tenerife, Spain, in June 2013. The 116 revised papers were carefully reviewed and selected from numerous submissions for presentation in two volumes. The papers explore sections on mathematical and theoretical methods in computational intelligence, neurocomputational formulations, learning and adaptation emulation of cognitive functions, bio-inspired systems and neuro-engineering, advanced topics in computational intelligence and applications.

• adaptive fuzzy system
• brain computer interface
• genetic programming
• rough sets
• self-organizing systems

• Department of Computer Architecture and Computer Technology, University of Granada, Granada, Spain

  Ignacio Rojas

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

  Gonzalo Joya

• Department of Electronics Engineering, Universitat Politecnica de Catalunya, Barcelona, Spain

  Joan Cabestany

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