Advances in Computational Intelligence

1. Front Matter

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2. Invited Talks to IWANN 2013

   1. It’s as Easy as ABC

      • John N. A. Brown

      Pages 1-16

   2. Extreme Learning Machine: A Robust Modeling Technique? Yes!

      • Amaury Lendasse, Anton Akusok, Olli Simula, Francesco Corona, Mark van Heeswijk, Emil Eirola et al.

      Pages 17-35

   3. A Novel Framework to Design Fuzzy Rule-Based Ensembles Using Diversity Induction and Evolutionary Algorithms-Based Classifier Selection and Fusion

      • Oscar Cordón, Krzysztof Trawiński

      Pages 36-58

3. Applications of Computational Intelligence

   1. Using Nonlinear Dimensionality Reduction to Visualize Classifiers

      • Alexander Schulz, Andrej Gisbrecht, Barbara Hammer

      Pages 59-68

   2. Which Dissimilarity Is to Be Used When Extracting Typologies in Sequence Analysis? A Comparative Study

      • Sébastien Massoni, Madalina Olteanu, Nathalie Villa-Vialaneix

      Pages 69-79

   3. Implementation of the C-Mantec Neural Network Constructive Algorithm in an Arduino Uno Microcontroller

      • Francisco Ortega-Zamorano, José L. Subirats, José M. Jerez, Ignacio Molina, Leonardo Franco

      Pages 80-87

   4. A Constructive Neural Network to Predict Pitting Corrosion Status of Stainless Steel

      • Daniel Urda, Rafael Marcos Luque, Maria Jesus Jiménez, Ignacio Turias, Leonardo Franco, José Manuel Jerez

      Pages 88-95

   5. Robust Sensor and Actuator Fault Diagnosis with GMDH Neural Networks

      • Marcin Witczak, Marcin Mrugalski, Józef Korbicz

      Pages 96-105

   6. Diffusion Methods for Wind Power Ramp Detection

      • Ángela Fernández, Carlos M. Alaíz, Ana M. González, Julia Díaz, José R. Dorronsoro

      Pages 106-113

   7. Computational Study Based on Supervised Neural Architectures for Fluorescence Detection of Fungicides

      • Yeray Álvarez Romero, Patricio García Báez, Carmen Paz Suárez Araujo

      Pages 114-123

   8. Study of Alternative Strategies to Selection of Peer in P2P Wireless Mesh Networks

      • Lissette Valdés, Alfonso Ariza, Sira M. Allende, Rubén Parada, Gonzalo Joya

      Pages 124-132

   9. A Cloud-Based Neural Network Simulation Environment

      • Erich Schikuta, Erwin Mann

      Pages 133-143

   10. Performance Evaluation over Indoor Channels of an Unsupervised Decision-Aided Method for OSTBC Systems

       • Paula M. Castro, Ismael Rozas-Ramallal, José A. García-Naya, Adriana Dapena

       Pages 144-151

   11. A Decision-Making Model for Environmental Behavior in Agent-Based Modeling

       • Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Miguel Rodríguez-García, Gary Polhill, Tony Craig

       Pages 152-160

   12. Version of the New SHA Standard Applied to Manage Certificate Revocation in VANETs

       • Francisco Martín-Fernández, Pino Caballero-Gil

       Pages 161-168

   13. System Identification of High Impact Resistant Structures

       • Yeesock Kim, K. Sarp Arsava, Tahar El-Korchi

       Pages 169-178

   14. Spikes Monitors for FPGAs, an Experimental Comparative Study

       • Elena Cerezuela-Escudero, Manuel Jesus Dominguez-Morales, Angel Jiménez-Fernández, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno

       Pages 179-188

   15. On Second Language Tutoring through Womb Grammars

       • Leonor Becerra Bonache, Veronica Dahl, J. Emilio Miralles

       Pages 189-197

4. Hybrid Intelligent Systems

   1. Simulated Annealing for Real-Time Vertical-Handoff in Wireless Networks

      • María D. Jaraíz-Simon, Juan A. Gómez-Pulido, Miguel A. Vega-Rodríguez, Juan M. Sánchez-Pérez

      Pages 198-209

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 Gabestany

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