| Mathematical and Theoretical Methods in Computational Intelligence | |
| Gaze Gesture Recognition with Hierarchical Temporal Memory Networks | p. 1 |
| Feature Selection for Multi-label Classification Problems | p. 9 |
| A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique | p. 17 |
| Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation | p. 25 |
| Multi-Valued Neurons: Hebbian and Error-Correction Learning | p. 33 |
| Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification | p. 41 |
| Single Neuron Transient Activity Detection by Means of Tomography | p. 49 |
| Estimate of a Probability Density Function through Neural Networks | p. 57 |
| Learning and Adaptation | |
| A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots | p. 65 |
| A Multi-objective Evolutionary Algorithm for Network Intrusion Detection Systems | p. 73 |
| A Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Salieney | p. 81 |
| Fusing Heterogenous Data Sources Considering a Set of Equivalence Constraints | p. 89 |
| A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map | p. 97 |
| An Additive Decision Rules Classifier for Network Intrusion Detection | p. 105 |
| Multi-modal Opponent Behaviour Prognosis in E-Negotiations | p. 113 |
| Bio-inspired Systems and Neuro-engineering | |
| An AER to CAN Bridge for Spike-Based Robot Control | p. 124 |
| Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina | p. 133 |
| Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer | p. 141 |
| Frequency Analysis of a 64x64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment | p. 149 |
| An AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata | p. 157 |
| A Biologically Inspired Neural Network for Autonomous Underwater Vehicles | p. 166 |
| Hybrid Intelligent Systems | |
| A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms | p. 174 |
| Forecasting Based on Short Time Series Using ANNs and Grey Theory - Some Basic Comparisons | p. 183 |
| Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks | p. 191 |
| Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance | p. 199 |
| Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification | p. 207 |
| Gradient Descent Optimization for Routing in Multistage Interconnection Networks | p. 215 |
| The Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants | p. 223 |
| Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling | p. 232 |
| Applications of Computational Intelligence | |
| Human/Robot Interface for Voice Teleoperation of a Robotic Platform | p. 240 |
| Graph Laplacian for Semi-supervised Feature Selection in Regression Problems | p. 248 |
| Detection of Transients in Steel Casting through Standard and AI-Based Techniques | p. 256 |
| Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Network Using Kalman-EM | p. 265 |
| Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs | p. 273 |
| Differential Evolution Optimization of 3D Topological Active Volumes | p. 282 |
| Genetic Algorithms Applied to the Design of 3D Photonic Crystals | p. 291 |
| Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series | p. 299 |
| Suitability of Artificial Neural Networks for Designing LoC Circuits | p. 307 |
| Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design | p. 315 |
| Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA | p. 323 |
| Early Pigmentary Retinosis Diagnostic Based on Classification Trees | p. 329 |
| New Applications of Brain-Computer Interfaces | |
| Audio-Cued SMR | p. 337 |
| A Domotic Control System Using Brain-Computer Interface (BCI) | p. 345 |
| A Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface | p. 353 |
| Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control | p. 362 |
| An EEG-Based Design for the Online Detection of Movement Intention | p. 370 |
| Auditory Brain-Computer Interfaces for Complete Locked-In Patients | p. 378 |
| M.A. Lopez-Gordo | |
| Brain-Computer Interface: Generic Control Interface for Social Interaction Applications | p. 386 |
| Optimization Algorithms in Graphic Processing Units | |
| Variable Selection in a GPU Cluster Using Delta Test | p. 393 |
| Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics | p. 401 |
| Efficient Simulation of Spatio-temporal Dynamics in Ultrasonic Resonators | p. 409 |
| GPU Implementation of a Bio-inspired Vision Model | p. 417 |
| Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods | p. 425 |
| GPU Computation in Bioinspired Algorithms: A Review | p. 433 |
| Computing Languages with Bio-inspired Devices and Multi-Agent Systems | |
| About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution | p. 441 |
| Chemical Signaling as a Useful Metaphor for Resource Management | p. 449 |
| Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua | p. 457 |
| Hierarchy Results on Stateless Multicounter 5'→ 3' Watson-Crick Automata | p. 465 |
| Towards a Bio-computational Model of Natural Language Learning | p. 473 |
| Computing Languages with Bio-inspired Devices and Multi-Agent Systems | p. 481 |
| Computational Intelligence in Multimedia Processing | |
| A Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems | p. 489 |
| Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder | p. 497 |
| On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance | p. 505 |
| Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram | p. 513 |
| Computational Intelligence in Multimedia Processing | p. 520 |
| Biologically Plausible Spiking Neural Processing | |
| Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons | p. 528 |
| Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control | p. 537 |
| Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum | p. 547 |
| Event and Time Driven Hybrid Simulation of Spiking Neural Networks | p. 554 |
| Author Index | p. 563 |
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