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Theoretical Foundations and Models |
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Lower Bounds for Approximation of Some Classes of Lebesgue Measurable Functions by Sigmoidal Neural Networks |
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1 | (8) |
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A Wavelet Based Method for Detecting Multiple Encoding Rhythms in Neural Networks |
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9 | (8) |
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Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise |
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17 | (7) |
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Gradient Like Behavior and High Gain Design of KWTA Neural Networks |
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24 | (9) |
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Fast Evaluation of Connectionist Language Models |
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33 | (8) |
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Improving the Consistency of AHP Matrices Using a Multi-layer Perceptron-Based Model |
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41 | (8) |
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Global and Local Modelling in Radial Basis Functions Networks |
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49 | (8) |
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A Preliminar Analysis of CO2 RBFN in Imbalanced Problems |
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57 | (8) |
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Feature Selection in Survival Least Squares Support Vector Machnies with Maximal Variation Constraints |
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65 | (8) |
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A Simple Maximum Gain Algorithm for Support Vector Regression |
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73 | (8) |
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Domains of Competence of Artificial Neural Networks Using Measures of Separability of Classes |
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81 | (8) |
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Self-estimation of Data and Approximation Reliability through Neural Networks |
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89 | (8) |
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EPGA Implementations Comparison of Neuro-cortical Inspired Convolution Processors for Spiking Systems |
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97 | (9) |
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Nonparametric Location Estimation for Probability Density Function Learning |
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106 | (8) |
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Juan Miguel Ortiz-de-Lazcano-Lobato |
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Maria Carmen Vargas-Gonzalez |
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An Awareness-Based Artificial Neural Network for Cooperative Distributed Environments |
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114 | (8) |
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Improving Classification under Changes in Class and Within-Class Distributions |
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122 | (9) |
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Improving Training in the Vicinity of Temporary Minima |
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131 | (9) |
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Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation |
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140 | (9) |
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Adaptative Resonance Theory Fuzzy Networks Parallel Computation Using CUDA |
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149 | (8) |
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A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization |
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157 | (8) |
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Ensemble Methods for Boosting Visualization Models |
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165 | (9) |
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New Artificial Metaplasticity MLP Results on Standard Data Base |
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174 | (6) |
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Self-organizing Networks, Methods and Applications |
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Probabilistic Self-Organizing Graphs |
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180 | (8) |
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Maria Carmen Vargas-Gonzalez |
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Spicules for Unsupervised Learning |
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188 | (8) |
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Topology Preserving Visualization Methods for Growing Self-Organizing Maps |
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196 | (8) |
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Making Standard SOM Invariant to the Initial Conditions |
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204 | (8) |
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The Complexity of the Batch Neural Gas Extanded to Local PCA |
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212 | (8) |
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Self Organized Dynamic Tree Neural Network |
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220 | (8) |
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Development of Neural Network Structure with Biological Mechanisms |
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228 | (8) |
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Fuzzy Logic, Soft Computing, and Applications |
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236 | (9) |
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A Similiarity-Based WAM for Bousi~Prolog |
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245 | (8) |
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On the Declarative Semantics of Multi-Adjoint Logic Programs |
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253 | (8) |
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A Complete Logic for Fuzzy Functional Dependencies over Domains with Similarity Relations |
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261 | (9) |
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R Fuzzy: An Expressive Simple Fuzzy Compiler |
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270 | (8) |
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Overcoming Non-commutativity in Multi-adjoint Concept Lattices |
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278 | (8) |
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Evolutionary Fuzzy Scheduler for Grid Computing |
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286 | (8) |
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Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System |
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294 | (8) |
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A t-Norm Based Approach to Edge Detection |
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302 | (8) |
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Evolutionary Computation and Genetic Algoritms |
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Applying Evolutionary Computation Methods to Formal Testing and Model Checking |
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310 | (8) |
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Applying Evolutionary Techniques to Debug Functional Programs |
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318 | (9) |
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Aiding Test Case Generation in Temporally Constrained State Based Systems Using Genetic Algorithms |
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327 | (8) |
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Creation of Specific-to-Problem Kernel Functions for Function Approximation |
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335 | (8) |
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Combining Genetic Algorithms and Mutation Testing to Generate Test Sequences |
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343 | (8) |
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Testing Restorable Systems by Using RFD |
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351 | (8) |
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RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks |
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359 | (8) |
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An Evolutionary Hierarchical Clustering Method with a Visual Validation Tool |
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367 | (8) |
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Jose A. Castellanos-Garzon |
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An Adaptive Parameter Control for the Differential Evolution Algorithm |
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375 | (8) |
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Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms |
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383 | (8) |
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A Genetic Algorithm for ANN Design, Training and Simplification |
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391 | (8) |
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Graph-Based Representations in Pattern Recognition and Computational Intelligence |
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399 | (8) |
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Kernelization of Softassign and Motzkin-Strauss Algorithms |
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407 | (8) |
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Connectivity Forests for Homological Analysis of Digital Volumes |
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415 | (9) |
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Energy-Based Perceptual Segmentation Using an Irregular Pyramid |
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424 | (8) |
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Hierarchical Graphs for Data Clustering |
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432 | (8) |
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J. M. Ortiz-de-Lazcano-Lobato |
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Real Adaboost Ensembles with Emphasized Subsampling |
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440 | (8) |
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Using the Negentropy Increment to Determine the Number of Clusters |
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448 | (8) |
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A Wrapper Method for Feature Selection in Multiple Classes Datasets |
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456 | (8) |
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Formal Languages in Linguistics |
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New Challenges in the Application of Non-classical Formal Languages to Linguistics |
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464 | (8) |
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PNEPs, NEPs for Context Free Parsing: Application to Natural Language Processing |
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472 | (8) |
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A Hyprolog Parsing Methodology for Property Grammars |
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480 | (8) |
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Adaptable Grammars for Non-Context-Free Languages |
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488 | (8) |
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βReduction and Antecedent-Anaphora Relations in the Language of Acyclic Recursion |
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496 | (8) |
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Permutation Languages in Formal Linguistics |
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504 | (8) |
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Agents and Multi-agent on Intelligent Systems |
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Thomas: Practical Applications of Agents and Multiagent Systems |
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512 | (2) |
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Ingenias Development Process Assisted with Chains of Transformations |
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514 | (8) |
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A Secure Group-Oriented Model for Multiagent Systems |
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522 | (8) |
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Interactive Animation of Agent Formation Based on Hopfield Neural Networks |
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530 | (7) |
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The INGENIAS Development Kit: A Practical Application for Crisis-Management |
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537 | (8) |
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The Delphi Process Applied to African Traditional Medicine |
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545 | (8) |
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Composing and Ensuring Time-Bounded Agent Services |
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553 | (8) |
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An Organisation-Based Multiagent System for Medical Emergency Assistance |
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561 | (8) |
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TEMMAS: The Electricity Market Multi-agent Simulator |
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569 | (8) |
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Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks |
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577 | (8) |
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Multi-Agent System Theory for Modelling a Home Automation System |
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585 | (9) |
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THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls |
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594 | (8) |
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Multiagent-Based Educational Environment for Dependents |
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602 | (8) |
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Social and Cognitive System for Learning Negotiation Strategies with Incomplete Information |
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610 | (9) |
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Evaluation of Multi-Agent System Communication in INGENIAS |
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619 | (8) |
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Agents Jumping in the Air: Dream or Reality? |
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627 | (8) |
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Using Scenarios to Draft the Support of Intelligent Tools for Frail Elders in the SHARE-it Approach |
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635 | (7) |
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On the Road to an Abstract Architecture for Open Virtual Organizations |
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642 | (9) |
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Brain-Computer Interface (BCI) |
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Using Rest Class and Control Paradigms for Brain Computer Interfacing |
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651 | (15) |
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The Training Issue in Brain-Computer Interface: A Multi-disciplinary Field |
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666 | (8) |
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A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification |
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674 | (9) |
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Multiple AM Modulated Visual Stimuli in Brain-Computer Interface |
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683 | (7) |
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A Brain-Computer Interface Based on Steady State Visual Evoked Potentials for Controlling a Robot |
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690 | (8) |
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Asynchronous Brain-Computer Interface to Navigate in Virtual Environments Using One Motor Imagery |
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698 | (8) |
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Francisco Velasco-Alvarez |
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Impact of Frequency Selection on LCD Screens for SSVEP Based Brain-Computer Interfaces |
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706 | (8) |
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Multiobjective Optimization |
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Multiobjective Evolutionary Algorithms: Applications in Real Problems |
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714 | (6) |
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Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II |
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720 | (8) |
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Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks |
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728 | (8) |
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Applications Synthesis for MPSoCs Implementation Using Multiobjective Optimization |
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736 | (8) |
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Multi Objective Optimization Algorithm Based on Neural Networks Inversion |
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744 | (8) |
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EMORBFN: An Evolutionary Multiobjective Optimization Algorithm for RBFN Design |
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752 | (8) |
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Performance Measures for Dynamic Multi-Objective Optimization |
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760 | (8) |
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Methods for Artificial Evolution of Truly Cooperative Robots |
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768 | (5) |
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Social Robot Paradigms: An Overview |
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773 | (8) |
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A Dual Graph Pyramid Approach to Grid-Based and Topological Maps Integration for Mobile Robotics |
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781 | (8) |
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Integrating Graph-Based Vision Perception to Spoken Conversation in Human-Robot Interaction |
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789 | (8) |
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From Vision Sensor to Actuators, Spike Based Robot Control through Address-Event-Representation |
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797 | (8) |
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Automatic Generation of Biped Walk Behavior Using Genetic Algorithms |
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805 | (8) |
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Motion Planning of a Non-holonomic Vehicle in a Real Environment by Reinforcement Learning |
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813 | (7) |
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Applications in Bio-informatics and Biomedical Engineering |
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820 | (9) |
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A Large-Scale Genomics Studies Conducted with Batch-Learning SOM Utilizing High-Performance Supercomputers |
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829 | (8) |
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Clustering Method to Indentify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions |
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837 | (8) |
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On Selecting the Best Pre-processign Method for Affymetrix Genechips |
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845 | (8) |
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Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection |
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853 | (8) |
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Protein Structure Prediction by Evolutionary Multi-objective Optimization: Search Space Reduction by Using Rotamers |
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861 | (8) |
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Using Efficient RBF Networks to Classify Transport Proteins Based on PSSM Profiles and Biochemical Properties |
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869 | (8) |
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Artificial Neural Network Based Algorithm for Biomolecular Interactions Modeling |
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877 | (9) |
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Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM) |
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886 | (7) |
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A Theoretical Model for the Dengue Epidemic Using Delayed Differential Equations: Numerical Approaches |
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893 | (8) |
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Hector de Arazoza Rodriguez |
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System Identification of Dengue Fever Epidemics in Cuba |
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901 | (8) |
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HIV Model Described by Differential Inclusions |
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909 | (8) |
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Data Mining in Complex Diseases Using Evolutionary Computation |
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917 | (8) |
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Using UN/CEFACT'S Modelling Methodology (UMM) in e-Health Projects |
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925 | (8) |
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Matix Metric Adaptation for Improved Linear Discriminant Analysis of Biomedical Data |
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933 | (8) |
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SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease |
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941 | (8) |
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Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules |
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949 | (8) |
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On the Use of Morphometry Based Features for Alzheimer's Disease Detection on MRI |
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957 | (8) |
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Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test |
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965 | (8) |
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Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines |
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973 | (8) |
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Artificial Intelligent Systems Based on Supervised HUMANN for Differential Diagnosis of Cognitive Impairment: Towards a 4P-HCDS |
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981 | (8) |
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Miguel Angel Perez del Pino |
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Stratification Methodolgies for Neural Networks Models of Survival |
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989 | (8) |
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Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients |
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997 | (8) |
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Ranking of Brain Tumour Classifiers Using a Bayesian Approach |
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1005 | (8) |
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Feature Selection with Single-Layer Perceptrons for a Multicentre 1H-MRS Brain Tumour Database |
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1013 | (8) |
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Weakly-Supervised Classification with Mixture Models for Cervical Cancer Detection |
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1021 | (8) |
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Edges Detection of Clusters of Microcalcifications with SOM and Coordinate Logic Filters |
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1029 | (8) |
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J. Quintanilla-Daminaguez |
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A New Methodology for Feature Selection Based on Machine Learning Methods Applied to Glaucoma |
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1037 | (8) |
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Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks |
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1045 | (8) |
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Classification of Schistosomiasis Prevalence Using Fuzzy Case-Based Reasoning |
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1053 | (8) |
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BAC Overlap Identification Based on Bit-Vectors |
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1061 | (9) |
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Ambient Assisted Living (AAL) and Ambient Intelligence (AI) |
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AAL and the Mainstream of Digital Home |
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1070 | (13) |
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Legal Concerns Regarding AmI Assisted Living in the Elderly, Worldwide and in Romanian |
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1083 | (7) |
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Construction and Debugging of a Multi-Agent Based Simualtion to Study Ambient Intelligence Applications |
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1090 | (8) |
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Easing the Smart Home: Translating Human Hierarchies to Intelligent Environments |
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1098 | (8) |
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Wireless Sensor Networks in Home Care |
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1106 | (7) |
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Indoor Localization Based on Neural Networks for Non-Dedicated ZigBee Networks in AAL |
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1113 | (8) |
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Managing Ambient Intelligence Sensor Network Systems, an Agent Based Approach |
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1121 | (8) |
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Ambulatory Mobility Characterization Using Body Inertial Systems: An Application to Fall Detection |
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1129 | (8) |
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User Daily Activity Classification from Accelerometry Using Feature Selection and SVM |
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1137 | (8) |
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A Metrics Review for Performance Evaluation on Assisted Wheelchair Navigation |
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1145 | (8) |
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Conventional Joystick vs. Wiimote for Holonomic Wheelchair Control |
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1153 | (8) |
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Normal versus Pathological Cognitive Aging: Variability as a Constraint of Patients Profiling for AmI Design |
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1161 | (7) |
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Estimating the Embedding Dimension Distribution of Time Series with SOMOS |
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1168 | (8) |
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Training Methods and Analysis of Composite, Evolved, On-Line Networks for Time Series Prediction |
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1176 | (8) |
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Special Time Series Predication: Creep of Concrete |
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1184 | (8) |
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Artificial Neural Networks in Urban Runoff Forecast |
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1192 | (8) |
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A Secret Sharing Scheme for Digital Images Based on Cellular Automata and Boolean Functions |
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1200 | (8) |
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Gerardo Rodriguez Sanchez |
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Shapes Description by a Segments-Based Neural Network |
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1208 | (8) |
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Protecting DCT Templates for a Face Verification System by Means of Pseudo-random Permutations |
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1216 | (8) |
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Efficient Parallel Feature Selection for Steganography Problems |
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1224 | (8) |
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Mobile Applications: MovilPIU and Mobiblio |
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1232 | (8) |
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M. Encarnacion Beato Gutierrez |
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Montserrat Mateos Sanchez |
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Miguel Angel Sanchez Vidales |
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A Case Study of a Pull WAP Location-Based Service Incorporating Maps Services |
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1240 | (8) |
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Montserrat Mateos Sanchez |
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Miguel Angel Sanchez Vidales |
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Encarnacion Beato Gutierrez |
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A Mobile Tourist Decision Support System for Small Footprint Devices |
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1248 | (8) |
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Stereo-MAS: Multi-Agent System for Image Stereo Processing |
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1256 | (8) |
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Participatory EHPR: A Watermarking Solution |
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1264 | (8) |
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Bus Network Scheduling Problem: GRASP + EAs with PISA * Simulation |
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1272 | (8) |
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Wine Classification with Gas Sensors Combined with Independent Component Analysis and Neural Networks |
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1280 | (8) |
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Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets |
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1288 | (8) |
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Intrusion Detection Method Using Neural Networks Based on the Reduction of Characteristics |
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1296 | (8) |
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Francisco Jose Mora-Gimeno |
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Juan Antonio Gil-Martinez-Abarca |
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Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool |
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1304 | (8) |
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Ma-Dolores Cubiles-de-la-Vega |
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Esther Lydia Silva-Ramirez |
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A.N.N. Based Approach to Mas Biometery Taking Advantage from Modularity |
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1312 | (8) |
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Thresholded Neural Networks for Sensitive Industrial Classification Tasks |
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1320 | (8) |
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ANN Based Solutions: It Is Time to Defeat Real-Wrold and Industrial Dilemmas |
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1328 | (8) |
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Pollution Alarm System in Mexico |
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1336 | (9) |
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| Author Index |
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1345 | |
Biežāk uzdotie jautājumi par e-grāmatām