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Kernel Algorithms - Support Vector Machines |
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Convergence Improvement of Active Set Training for Support Vector Regressors |
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1 | (10) |
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The Complex Gaussian Kernel LMS Algorithm |
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11 | (10) |
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Support Vector Machines-Kernel Algorithms for the Estimation of the Water Supply in Cyprus |
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21 | (9) |
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Faster Directions for Second Order SMO |
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30 | (10) |
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Almost Random Projection Machine with Margin Maximization |
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40 | (9) |
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A New Tree Kernel Based on SOM-SD |
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49 | (10) |
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Kernel-Based Learning from Infinite Dimensional 2-Way Tensors |
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59 | (11) |
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Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs |
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70 | (6) |
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Mohamed Farouk Abdel Hady |
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An Online Incremental Learning Support Vector Machine for Large-Scale Data |
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76 | (6) |
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A Common Framework for the Convergence of the GSK, MDM and SMO Algorithms |
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82 | (6) |
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The Support Feature Machine for Classifying with the Least Number of Features |
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88 | (6) |
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Knowledge Engineering and Decision Making |
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Hidden Markov Model for Human Decision Process in a Partially Observable Environment |
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94 | (10) |
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Representing, Learning and Extracting Temporal Knowledge from Neural Networks: A Case Study |
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104 | (10) |
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Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients |
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114 | (10) |
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Layered Motion Segmentation with a Competitive Recurrent Network |
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124 | (10) |
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Selection of Training Data for Locally Recurrent Neural Network |
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134 | (4) |
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A Statistical Approach to Image Reconstruction from Projections Problem Using Recurrent Neural Network |
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138 | (4) |
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A Computational System of Metaphor Generation with Evaluation Mechanism |
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142 | (6) |
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Recurrence Enhances the Spatial Encoding of Static Inputs in Reservoir Networks |
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148 | (6) |
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Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks |
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154 | (6) |
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A Hebbian-Based Reinforcement Learning Framework for Spike-Timing-Dependent Synapses |
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160 | (10) |
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An Incremental Probabilistic Neural Network for Regression and Reinforcement Learning Tasks |
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170 | (10) |
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Using Reinforcement Learning to Guide the Development of Self-organised Feature Maps for Visual Orienting |
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180 | (10) |
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Exploring Continuous Action Spaces with Diffusion Trees for Reinforcement Learning |
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190 | (10) |
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An Alternative Approach to the Revision of Ordinal Conditional Functions in the Context of Multi-Valued Logic |
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200 | (4) |
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One-Shot Supervised Reinforcement Learning for Multi-targeted Tasks: RL-SAS |
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204 | (6) |
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An Oscillatory Neural Network Model for Birdsong Learning and Generation |
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210 | (6) |
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A Computational Neuromotor Model of the Role of Basal Ganglia and Hippocampus in Spatial Navigation |
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216 | (6) |
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Reinforcement Learning Based Neural Controllers for Dynamic Processes wihtout Exploration |
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222 | (6) |
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A Neurocomputational Model of Nicotine Addiction Based on Reinforcement Learning |
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228 | (6) |
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Teaching Humanoids to Imitate `Shapes' of Movements |
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234 | (11) |
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The Dynamics of a Neural Network of Coupled Phase Oscillators with Synaptic Plasticity Controlling a Minimally Cognitive Agent |
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245 | (11) |
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Integrative Learning between Language and Action: A Neuro-Robotics Experiment |
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256 | (10) |
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Sliding Mode Control of Robot Based on Neural Network Model with Positive Definite Inertia Matrix |
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266 | (10) |
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Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots |
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276 | (10) |
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Jose Hugo Barron-Zambrano |
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Evolutionary Strategies Used for the Mobile Robot Trajectory Tracking Control |
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286 | (10) |
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A Novel Topological Map of Place Cells for Autonomous Robots |
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296 | (11) |
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Hybrid Control Structure for Multi-robot Formation |
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307 | (10) |
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From Conditioning of a Non Specific Sensor to Emotional Regulation of Behavior |
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317 | (10) |
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A Robot Vision Algorithm for Navigating in and Creating a Topological Map of a Reconfigurable Maze |
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327 | (6) |
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Generation of Comprehensible Representations by Supposed Maximum Information |
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333 | (10) |
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Visualization of Changes in Process Dynamics Using Self-Organizing Maps |
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343 | (10) |
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Functional Architectures and Hierarchies of Time Scales |
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353 | (9) |
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A Novel Single-Trial Analysis Scheme for Characterizing the Presaccadic Brain Activity Based on a SON Representation |
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362 | (10) |
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Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks |
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372 | (10) |
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Self-Organizing Maps for Improving the Channel Estimation and Predictive Modelling Phase of Cognitive Radio Systems |
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382 | (10) |
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Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes |
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392 | (10) |
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Snap-Drift Self Organising Map |
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402 | (8) |
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Fault Severity Estimation in Rotating Mechanical Systems Using Feature Based Fusion and Self-Organizing Maps |
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410 | (4) |
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Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance |
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414 | (6) |
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Christoph von der Malsburg |
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A Self-Organizing Map for Controlling Artificial Locomotion |
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420 | (6) |
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Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees |
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426 | (6) |
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Elementary Logical Reasoning in the SOM Output Space |
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432 | (6) |
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Adaptive Algorithms - Systems |
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Adaptive Critic Design with ESN Critic for Bioprocess Optimization |
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438 | (10) |
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Petia Koprinkova-Hristova |
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Connecting Errors in Optical Data Transmission Using Neural Networks |
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448 | (10) |
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Adaptive Classifiers with ICI-Based Adaptive Knowledge Base Management |
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458 | (10) |
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Multi Class Semi-Supervised Classification with Graph Construction Based on Adaptive Metric Learning |
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468 | (11) |
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Genetically Tuned Controller of an Adaptive Cruise Control for Urban Traffic Based on Ultrasounds |
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479 | (7) |
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Adaptive Local Fusion with Neural Networks |
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486 | (6) |
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Ahmed Chamseddine Ben Abdallah |
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A Controlling Strategy for an Active Vision System Based on Auditory and Visual Cues |
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492 | (6) |
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A One-Layer Dual Neural Network with a Unipolar Hard-Limiting Activation Function for Shortest-Path Routing |
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498 | (8) |
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Optimizing Hierarchical Temporal Memory for Multivariable Time Series |
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506 | (13) |
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Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization |
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519 | (6) |
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Binary Minimization: Increasing the Attraction Area of the Global Minimum in the Binary Optimization Problem |
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525 | (6) |
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An Artificial Immune Network for Multi-objective Optimization |
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531 | (6) |
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| Author Index |
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537 | |
