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IWANN 2011: Torremolinos-Málaga Spain
- Joan Cabestany, Ignacio Rojas, Gonzalo Joya Caparrós:
Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6691, Springer 2011, ISBN 978-3-642-21500-1
Mathematical and Theoretical Methods in Computational Intelligence
- David Rozado Fernandez
, Francisco B. Rodríguez
Gaze Gesture Recognition with Hierarchical Temporal Memory Networks. 1-8 - Gauthier Doquire, Michel Verleysen
Feature Selection for Multi-label Classification Problems. 9-16 - Sergio Gil-Lopez
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique. 17-24 - B. Saavedra-Moreno, Sancho Salcedo-Sanz, A. Paniagua-Tineo, J. Gascón-Moreno, José Antonio Portilla-Figueras
Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation. 25-32 - Igor N. Aizenberg:
Multi-Valued Neurons: Hebbian and Error-Correction Learning. 33-40 - Antonio Jesús Rivera Rivas
Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification. 41-48 - Carlos Aguirre
Single Neuron Transient Activity Detection by Means of Tomography. 49-56 - Leonardo Reyneri, Valentina Colla
Estimate of a Probability Density Function through Neural Networks. 57-64
Learning and Adaptation
- Ting Wang, Fabien Gautero, Christophe Sabourin
A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots. 65-72 - Julio Gómez, Consolación Gil, Raul Baños
A Multi-Objective Evolutionary Algorithm for Network Intrusion Detection Systems. 73-80 - Dominik Maximilián Ramík
A Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Saliency. 81-88 - Manuel Martín-Merino
Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints. 89-96 - Ajalmar R. da Rocha Neto, Guilherme De A. Barreto
A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map. 97-104 - Tommaso Pani, Francisco de Toro:
An Additive Decision Rules Classifier for Network Intrusion Detection. 105-112 - Ioannis V. Papaioannou, Ioanna Roussaki, Miltiades E. Anagnostou
Multi-modal Opponent Behaviour Prognosis in E-Negotiations. 113-123
Bio-inspired Systems and Neuro-engineering
- Manuel Domínguez-Morales
An AER to CAN Bridge for Spike-Based Robot Control. 124-132 - Francisco Gómez-Rodríguez
Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina. 133-140 - Rafael J. Montero-Gonzalez, Arturo Morgado Estevez
Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer. 141-148 - Fernando Perez-Peña
Frequency Analysis of a 64x64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment. 149-156 - Manuel Rivas Pérez
An AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata. 157-165 - Francisco García-Córdova
A Biologically Inspired Neural Network for Autonomous Underwater Vehicles. 166-173
Hybrid Intelligent Systems
- Joaquín Derrac, Chris Cornelis
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms. 174-182 - Jelena Milojkovic, Vanco B. Litovski, Octavio Nieto-Taladriz, Slobodan Bojanic:
Forecasting Based on Short Time Series Using ANNs and Grey Theory - Some Basic Comparisons. 183-190 - Javier Lorenzo
Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks. 191-198 - Roberto Alejo
Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance. 199-206 - Ataollah Haddadi G., Mahmod Reza Sahebi
Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification. 207-214 - Mehran Ghaziasgar
Gradient Descent Optimization for Routing in Multistage Interconnection Networks. 215-222 - Chih-Lyang Hwang, Chen-Han Yang:
The Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants. 223-231 - Andrés Ortiz
Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling. 232-239
Applications of Computational Intelligence
- Leticia Gallardo-Estrella, Alberto Poncela
Human/Robot Interface for Voice Teleoperation of a Robotic Platform. 240-247 - Gauthier Doquire, Michel Verleysen
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems. 248-255 - Valentina Colla
Detection of Transients in Steel Casting through Standard and AI-Based Techniques. 256-264 - Marouen Azzouz, Begoña García Zapirain
Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM. 265-272 - Alberto Rey
Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs. 273-281 - Jorge Novo
Differential Evolution Optimization of 3D Topological Active Volumes. 282-290 - Agustín Morgado-León, Alejandro Escuín, Elisa Guerrero Vázquez
Genetic Algorithms Applied to the Design of 3D Photonic Crystals. 291-298 - Angela Zeiler, Rupert Faltermeier, Ana Maria Tomé
Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series. 299-306 - David Moreno, Sandra Gómez Canaval, Juan Castellanos:
Suitability of Artificial Neural Networks for Designing LoC Circuits. 307-314 - Javier Fernández de Cañete
Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design. 315-322 - Rodolfo V. García, Fernando Rojas
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA. 323-328 - Vivian Sistachs Vega, Gonzalo Joya Caparrós, Miguel A. Díaz Martínez:
Early Pigmentary Retinosis Diagnostic Based on Classification Trees. 329-336
New Applications of Brain-Computer Interfaces
- Francisco Velasco-Álvarez
Audio-Cued SMR Brain-Computer Interface to Drive a Virtual Wheelchair. 337-344 - Rebeca Corralejo, Roberto Hornero
A Domotic Control System Using Brain-Computer Interface (BCI). 345-352 - Ivan Volosyak
A Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface. 353-361 - Reinhold Scherer
Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control. 362-369 - Jaime Ibáñez
An EEG-Based Design for the Online Detection of Movement Intention. 370-377 - M. A. Lopez-Gordo
Auditory Brain-Computer Interfaces for Complete Locked-In Patients. 378-385 - Christoph Hintermüller
Brain-Computer Interface: Generic Control Interface for Social Interaction Applications. 386-392
Optimization Algorithms in Graphic Processing Units
- Alberto Guillén
Variable Selection in a GPU Cluster Using Delta Test. 393-400 - Nouredine Melab, Thé Van Luong
Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. 401-408 - Pedro Alonso-Jordá
Efficient Simulation of Spatio-temporal Dynamics in Ultrasonic Resonators. 409-416 - Raquel Ureña
GPU Implementation of a Bio-inspired Vision Model. 417-424 - Cristina Nader Vasconcelos
Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods. 425-432 - Maribel García Arenas
GPU Computation in Bioinspired Algorithms: A Review. 433-440
Computing Languages with Bio-inspired Devices and Multi-Agent Systems
- Artiom Alhazov
About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution. 441-448 - Evgeny S. Skvortsov, Nima Kaviani, Verónica Dahl:
Chemical Signaling as a Useful Metaphor for Resource Management. 449-456 - L. Diez Dolinski, Rafael Núñez Hervás, Marina de la Cruz Echeandía, Alfonso Ortega
Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua. 457-464 - Benedek Nagy, László Hegedüs, Ömer Egecioglu:
Hierarchy Results on Stateless Multicounter 5′ → 3′ Watson-Crick Automata. 465-472 - Leonor Becerra-Bonache:
Towards a Bio-computational Model of Natural Language Learning. 473-480 - María Dolores Jiménez-López
Computing Languages with Bio-inspired Devices and Multi-Agent Systems. 481-488
Computational Intelligence in Multimedia Processing
- Josmary Labrador, Paula Maria Castro
A Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems. 489-496 - José Luis Martínez
Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder. 497-504 - Ricardo García, Otoniel López
On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance. 505-512 - Juan Villalba Espinosa, José María González-Linares
Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram. 513-519 - Nicolás Guil
Computational Intelligence in Multimedia Processing. 520-527
Biologically Plausible Spiking Neural Processing
- Romain Brasselet, Roland S. Johansson, Angelo Arleo
Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons. 528-536 - Niceto R. Luque
Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control. 537-546 - Egidio D'Angelo
Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum. 547-553 - Jesús Alberto Garrido, Richard R. Carrillo
Event and Time Driven Hybrid Simulation of Spiking Neural Networks. 554-561
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