|
Mathematical and Theoretical Methods in Computational Intelligence |
|
|
|
Gaze Gesture Recognition with Hierarchical Temporal Memory Networks |
|
|
1 | (8) |
|
|
|
|
|
|
|
Feature Selection for Multi-label Classification Problems |
|
|
9 | (8) |
|
|
|
|
|
A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique |
|
|
17 | (8) |
|
|
|
|
|
|
|
|
|
|
|
Jose A. Portilla-Figueras |
|
|
Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation |
|
|
25 | (8) |
|
|
|
|
|
|
|
|
|
|
|
Multi-Valued Neurons: Hebbian and Error-Correction Learning |
|
|
33 | (8) |
|
|
|
Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification |
|
|
41 | (8) |
|
|
|
|
|
|
|
|
|
Single Neuron Transient Activity Detection by Means of Tomography |
|
|
49 | (8) |
|
|
|
|
|
|
|
|
|
Estimate of a Probability Density Function through Neural Networks |
|
|
57 | (8) |
|
|
|
|
|
|
|
|
|
|
A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots |
|
|
65 | (8) |
|
|
|
|
|
|
|
|
|
A Multi-objective Evolutionary Algorithm for Network Intrusion Detection Systems |
|
|
73 | (8) |
|
|
|
|
|
|
|
|
|
|
|
|
|
A Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Saliency |
|
|
81 | (8) |
|
|
|
|
|
|
|
Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints |
|
|
89 | (8) |
|
|
|
A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map |
|
|
97 | (8) |
|
|
|
|
|
An Additive Decision Rules Classifier for Network Intrusion Detection |
|
|
105 | (8) |
|
|
|
|
|
Multi-modal Opponent Behaviour Prognosis in E-Negotiations |
|
|
113 | (11) |
|
|
|
|
|
|
|
Bio-inspired Systems and Neuro-engineering |
|
|
|
An AER to CAN Bridge for Spike-Based Robot Control |
|
|
124 | (9) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina |
|
|
133 | (8) |
|
|
|
|
|
|
|
|
|
|
|
Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer |
|
|
141 | (8) |
|
Rafael J. Montero-Gonzalez |
|
|
|
|
Alejandro Linares-Barranco |
|
|
|
|
|
|
Jose Antonio Perez-Carrasco |
|
|
|
|
Frequency Analysis of a 64×64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment |
|
|
149 | (8) |
|
|
|
|
|
Alejandro Linares-Barranco |
|
|
|
|
Jose Maria Rodriguez-Corral |
|
|
Rafael J. Montero-Gonzalez |
|
|
An AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata |
|
|
157 | (9) |
|
|
|
|
|
Francisco Gomez-Rodriguez |
|
|
|
|
|
|
|
|
A Biologically Inspired Neural Network for Autonomous Underwater Vehicles |
|
|
166 | (8) |
|
|
|
Antonio Guerrero-Gonzalez |
|
|
Hybrid Intelligent Systems |
|
|
|
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms |
|
|
174 | (9) |
|
|
|
|
|
|
|
|
|
Forecasting Based on Short Time Series Using ANNs and Grey Theory - Some Basic Comparisons |
|
|
183 | (8) |
|
|
|
|
|
|
|
|
|
Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks |
|
|
191 | (8) |
|
|
|
|
|
|
|
|
|
Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance |
|
|
199 | (8) |
|
|
|
|
|
|
|
|
|
Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification |
|
|
207 | (8) |
|
|
|
|
|
Gradient Descent Optimization for Routing in Multistage Interconnection Networks |
|
|
215 | (8) |
|
|
|
|
|
The Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants |
|
|
223 | (9) |
|
|
|
|
|
Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling |
|
|
232 | (8) |
|
|
|
|
|
|
|
|
|
Applications of Computational Intelligence |
|
|
|
Human/Robot Interface for Voice Teleoperation of a Robotic Platform |
|
|
240 | (8) |
|
|
|
|
|
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems |
|
|
248 | (8) |
|
|
|
|
|
Detection of Transients in Steel Casting through Standard and AI-Based Techniques |
|
|
256 | (9) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM |
|
|
265 | (8) |
|
|
|
|
|
|
|
|
|
Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs |
|
|
273 | (9) |
|
|
|
|
|
|
|
Differential Evolution Optimization of 3D Topological Active Volumes |
|
|
282 | (9) |
|
|
|
|
|
|
|
Genetic Algorithms Applied to the Design of 3D Photonic Crystals |
|
|
291 | (8) |
|
|
|
|
|
|
|
|
|
|
|
|
|
Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series |
|
|
299 | (8) |
|
|
|
|
|
|
|
|
|
|
|
|
|
Suitability of Artificial Neural Networks for Designing LoC Circuits |
|
|
307 | (8) |
|
|
|
|
|
|
|
Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design |
|
|
315 | (8) |
|
Javier Fernandez de Canete |
|
|
|
|
|
|
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA |
|
|
323 | (6) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Early Pigmentary Retinosis Diagnostic Based on Classification Trees |
|
|
329 | (8) |
|
|
|
|
|
|
|
New Applications of Brain-Computer Interfaces |
|
|
|
Audio-Cued SMR Brain-Computer Interface to Drive a Virtual Wheelchair |
|
|
337 | (8) |
|
Francisco Velasco-Alvarez |
|
|
|
|
|
|
|
|
|
|
A Domotic Control System Using Brain-Computer Interface (BCI) |
|
|
345 | (8) |
|
|
|
|
|
|
|
A Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface |
|
|
353 | (9) |
|
|
|
|
|
|
|
Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control |
|
|
362 | (8) |
|
|
|
Elisabeth C. V. Friedrich |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
An EEG-Based Design for the Online Detection of Movement Intention |
|
|
370 | (8) |
|
|
|
|
|
|
|
|
|
|
|
|
|
Auditory Brain-Computer Interfaces for Complete Locked-In Patients |
|
|
378 | (8) |
|
|
|
|
|
|
|
Brain-Computer Interface: Generic Control Interface for Social Interaction Applications |
|
|
386 | (7) |
|
|
|
|
|
|
|
Optimization Algorithms in Graphic Processing Units |
|
|
|
Variable Selection in a GPU Cluster Using Delta Test |
|
|
393 | (8) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics |
|
|
401 | (8) |
|
|
|
|
|
|
|
|
|
Efficient Simulation of Spatio-temporal Dynamics in Ultrasonic Resonators |
|
|
409 | (8) |
|
|
|
|
|
|
|
Victor J. Sanchez-Morcillo |
|
|
GPU Implementation of a Bio-inspired Vision Model |
|
|
417 | (8) |
|
|
|
|
|
|
|
|
|
Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods |
|
|
425 | (8) |
|
Cristina Nader Vasconcelos |
|
|
|
|
GPU Computation in Bioinspired Algorithms: A Review |
|
|
433 | (8) |
|
|
|
|
|
|
|
|
|
Computing Languages with Bio-inspired Devices and Multi-Agent Systems |
|
|
|
About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution |
|
|
441 | (8) |
|
|
|
|
|
|
|
|
|
Chemical Signaling as a Useful Metaphor for Resource Management |
|
|
449 | (8) |
|
|
|
|
|
|
|
Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua |
|
|
457 | (8) |
|
|
|
|
|
|
|
|
|
Hierarchy Results on Stateless Multicounter 5' → 3' Watson-Crick Automata |
|
|
465 | (8) |
|
|
|
|
|
|
|
Towards a Bio-computational Model of Natural Language Learning |
|
|
473 | (8) |
|
|
|
Computing Languages with Bio-inspired Devices and Multi-Agent Systems |
|
|
481 | (8) |
|
|
|
Computational Intelligence in Multimedia Processing |
|
|
|
A Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems |
|
|
489 | (8) |
|
|
|
|
|
|
|
|
|
Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder |
|
|
497 | (8) |
|
|
|
|
|
|
|
|
|
On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance |
|
|
505 | (8) |
|
|
|
|
|
|
|
|
|
Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram |
|
|
513 | (7) |
|
|
|
Jose Maria Gonzalez Linares |
|
|
|
|
|
|
Computational Intelligence in Multimedia Processing |
|
|
520 | (8) |
|
|
|
|
|
|
|
Biologically Plausible Spiking Neural Processing |
|
|
|
Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons |
|
|
528 | (9) |
|
|
|
|
|
|
|
Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control |
|
|
537 | (10) |
|
|
|
|
|
|
|
|
|
Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum |
|
|
547 | (7) |
|
|
|
|
|
Event and Time Driven Hybrid Simulation of Spiking Neural Networks |
|
|
554 | (9) |
|
|
|
|
|
|
|
|
| Author Index |
|
563 | |
