Advances in Computational Intelligence

1. Front Matter

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2. Mathematical and Theoretical Methods in Computational Intelligence

   1. Gaze Gesture Recognition with Hierarchical Temporal Memory Networks

      • David Rozado, Francisco B. Rodriguez, Pablo Varona

      Pages 1-8

   2. Feature Selection for Multi-label Classification Problems

      • Gauthier Doquire, Michel Verleysen

      Pages 9-16

   3. A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique

      • Sergio Gil-Lopez, Itziar Landa-Torres, Javier Del Ser, Sancho Salcedo-Sanz, Diana Manjarres, Jose A. Portilla-Figueras

      Pages 17-24

   4. Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation

      • B. Saavedra-Moreno, S. Salcedo-Sanz, A. Paniagua-Tineo, J. Gascón-Moreno, J. A. Portilla-Figueras

      Pages 25-32

   5. Multi-Valued Neurons: Hebbian and Error-Correction Learning

      • Igor Aizenberg

      Pages 33-40

   6. Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification

      • A. J. Rivera, F. Charte, M. D. Pérez-Godoy, María Jose del Jesus

      Pages 41-48

   7. Single Neuron Transient Activity Detection by Means of Tomography

      • Carlos Aguirre, Pedro Pascual, Doris Campos, Eduardo Serrano

      Pages 49-56

   8. Estimate of a Probability Density Function through Neural Networks

      • Leonardo Reyneri, Valentina Colla, Marco Vannucci

      Pages 57-64

3. Learning and Adaptation

   1. A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots

      • Ting Wang, Fabien Gautero, Christophe Sabourin, Kurosh Madani

      Pages 65-72

   2. A Multi-Objective Evolutionary Algorithm for Network Intrusion Detection Systems

      • J. Gómez, C. Gil, R. Baños, A. L. Márquez, F. G. Montoya, M. G. Montoya

      Pages 73-80

   3. A Cognitive Approach for Robots’ Vision Using Unsupervised Learning and Visual Saliency

      • Dominik M. Ramík, Christophe Sabourin, Kurosh Madani

      Pages 81-88

   4. Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints

      • Manuel Martín-Merino

      Pages 89-96

   5. A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map

      • Ajalmar R. Rocha Neto, Guilherme A. Barreto

      Pages 97-104

   6. An Additive Decision Rules Classifier for Network Intrusion Detection

      • Tommaso Pani, Francisco de Toro

      Pages 105-112

   7. Multi-modal Opponent Behaviour Prognosis in E-Negotiations

      • Ioannis Papaioannou, Ioanna Roussaki, Miltiades Anagnostou

      Pages 113-123

4. Bio-inspired Systems and Neuro-engineering

   1. An AER to CAN Bridge for Spike-Based Robot Control

      • M. Dominguez-Morales, A. Jimenez-Fernandez, R. Paz, A. Linares-Barranco, D. Cascado, J. L. Coronado et al.

      Pages 124-132

   2. Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina

      • F. Gómez-Rodríguez, L. Miró-Amarante, M. Rivas, G. Jimenez, F. Diaz-del-Rio

      Pages 133-140

   3. Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer

      • Rafael J. Montero-Gonzalez, Arturo Morgado-Estevez, Alejandro Linares-Barranco, Bernabe Linares-Barranco, Fernando Perez-Peña, Jose Antonio Perez-Carrasco et al.

      Pages 141-148

   4. Frequency Analysis of a 64x64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment

      • Fernando Perez-Peña, Arturo Morgado-Estevez, Alejandro Linares-Barranco, Gabriel Jimenez-Moreno, Jose Maria Rodriguez-Corral, Rafael J. Montero-Gonzalez

      Pages 149-156

This two-volume set LNCS 6691 and 6692 constitutes the refereed proceedings of the 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, held in Torremolinos-Málaga, Spain, in June 2011. The 154 revised papers were carefully reviewed and selected from 202 submissions for presentation in two volumes. The first volume includes 69 papers organized in topical sections on mathematical and theoretical methods in computational intelligence; learning and adaptation; bio-inspired systems and neuro-engineering; hybrid intelligent systems; applications of computational intelligence; new applications of brain-computer interfaces; optimization algorithms in graphic processing units; computing languages with bio-inspired devices and multi-agent systems; computational intelligence in multimedia processing; and biologically plausible spiking neural processing.

• adaptive systems
• brain-like computing
• machine learning
• natural computing
• neural networks
• reconfigurable systems
• self-organizing systems

• Departament d’Enginyeria Electrònica, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain

  Joan Cabestany

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

  Ignacio Rojas

• Departamento Tecnologia Eletrónica, Universidad de Málaga, Málaga, Spain

  Gonzalo Joya

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