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Automatic Discriminative Lossy Binary Conversion of Redundant Real Training Data Inputs for Simplifying an Input Data Space and Data Representation |
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|
1 | (10) |
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On Tractability of Neural-Network Approximation |
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11 | (11) |
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|
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Handling Incomplete Data Using Evolution of Imputation Methods |
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22 | (10) |
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|
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Ideas about a Regularized MLP Classifier by Means of Weight Decay Stepping |
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32 | (10) |
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Connection Strategies in Associative Memory Models with Spiking and Non-spiking Neurons |
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42 | (10) |
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Some Enhancements to Orthonormal Approximation of 2D Functions |
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52 | (10) |
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Shortest Common Superstring Problem with Discrete Neural Networks |
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62 | (10) |
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|
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A Methodology for Developing Nonlinear Models by Feedforward Neural Networks |
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72 | (7) |
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A Predictive Control Economic Optimiser and Constraint Governor Based on Neural Models |
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|
79 | (10) |
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|
Computationally Efficient Nonlinear Predictive Control Based on RBF Neural Multi-models |
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|
89 | (10) |
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Parallel Implementations of Recurrent Neural Network Learning |
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|
99 | (10) |
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|
|
Growing Competitive Network for Tracking Objects in Video Sequences |
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|
109 | (10) |
|
J.M. Ortiz-de-Lazcano-Lobato |
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|
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Emission Analysis of a Fluidized Bed Boiler by Using Self-Organizing Maps |
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|
119 | (11) |
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Network Security Using Growing Hierarchical Self-Organizing Maps |
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130 | (10) |
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On Document Classification with Self-Organising Maps |
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140 | (10) |
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A Heuristic Procedure with Guided Reproduction for Constructing Cocyclic Hadamard Matrices |
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150 | (11) |
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Tuning of Large-Scale Linguistic Equation (LE) Models with Genetic Algorithms |
|
|
161 | (10) |
|
|
Elitistic Evolution: An Efficient Heuristic for Global Optimization |
|
|
171 | (12) |
|
Francisco Viveros Jimenez |
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|
|
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Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps |
|
|
183 | (10) |
|
|
Grid-Oriented Scatter Search Algorithm |
|
|
193 | (10) |
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|
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|
|
Francisco Castejon-Magana |
|
|
Agent-Based Gene Expression Programming for Solving the RCPSP/max Problem |
|
|
203 | (10) |
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|
|
Feature Selection from Barkhausen Noise Data Using Genetic Algorithms with Cross-Validation |
|
|
213 | (10) |
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|
|
Time-Dependent Performance Comparison of Evolutionary Algorithms |
|
|
223 | (10) |
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|
|
|
Multiobjective Genetic Programming for Nonlinear System Identification |
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|
233 | (10) |
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|
|
Neat in HyperNeat Substituted with Genetic Programming |
|
|
243 | (10) |
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|
|
|
Simulation Studies on a Genetic Algorithm, Based Tomographic Reconstruction Using Time-of-Flight Data from Ultrasound Transmission Tomography |
|
|
253 | (10) |
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|
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|
|
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Estimation of Sensor Network Topology Using Ant Colony Optimization |
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|
263 | (10) |
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|
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|
|
|
|
Scalability of Learning Impact on Complex Parameters in Recurrent Neural Networks |
|
|
273 | (10) |
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|
|
A Hierarchical Classifier with Growing Neural Gas Clustering |
|
|
283 | (10) |
|
|
|
A Generative Model for Self/Non-self Discrimination in Strings |
|
|
293 | (10) |
|
|
On the Efficiency of Swap-Based Clustering |
|
|
303 | (10) |
|
|
|
Sum-of-Squares Based Cluster Validity Index and Significance Analysis |
|
|
313 | (10) |
|
|
|
|
Supporting Scalable Bayesian Networks Using Configurable Discretizer Actuators |
|
|
323 | (10) |
|
Isaac Olusegun Osunmakinde |
|
|
|
String Distances and Uniformities |
|
|
333 | (7) |
|
|
|
Emergent Future Situation Awareness: A Temporal Probabilistic Reasoning in the Absence of Domain Experts |
|
|
340 | (10) |
|
Isaac Olusegun Osunmakinde |
|
|
|
Efficient Hold-Out for Subset of Regressors |
|
|
350 | (10) |
|
|
|
|
|
Improving Optimistic Exploration in Model-Fre Reinforcement Learning |
|
|
360 | (10) |
|
|
|
Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning |
|
|
370 | (10) |
|
|
|
A Cat-Like Robot Real-Time Learning to Run |
|
|
380 | (11) |
|
|
Controlling the Experimental Three-Tank System via Support Vector Machines |
|
|
391 | (10) |
|
|
Feature-Based Clustering For Electricity Use Time Series Data |
|
|
401 | (12) |
|
|
|
The Effect of Different Forms of Synaptic Plasticity on Pattern Recognition in the Cerebellar Cortex |
|
|
413 | (10) |
|
|
|
|
|
|
|
|
Fuzzy Inference Systems for Efficient Non-invasive On-Line Two-Phase Flow Regime Identification |
|
|
423 | (7) |
|
|
|
Machine Tuning of Stable Analytical Fuzzy Predictive Controllers |
|
|
430 | (10) |
|
|
Crisp Classifiers vs. Fuzzy Classifiers: A Statistical Study |
|
|
440 | (8) |
|
|
|
Efficient Model Predictive Control Algorithm with Fuzzy Approximations of Nonlinear Models |
|
|
448 | (10) |
|
|
Dynamic Classifier Systems and Their Applications to Random Forest Ensembles |
|
|
458 | (11) |
|
|
|
A Fuzzy Shape Descriptor and Inference by Fuzzy Relaxation with Application to Description of Bones Contours at Hand Radiographs |
|
|
469 | (10) |
|
|
|
|
Hough and Fuzzy Hough Transform in Music Tunes Recognition Systems |
|
|
479 | (10) |
|
|
|
|
|
Multiple Order Gradient Feature for Macro-Invertebrate Identification Using Support Vector Machines |
|
|
489 | (9) |
|
|
|
|
|
Bayesian Dimension Reduction Models for Microarray Data |
|
|
498 | (9) |
|
|
Gene Selection for Cancer Classification through Ensemble of Methods |
|
|
507 | (10) |
|
|
|
|
|
|
Rules versus Hierarchy: An Application of Fuzzy Set Theory to the Assessment of Spatial Grouping Techniques |
|
|
517 | (10) |
|
|
A Novel Signal-Based Approach to Anomaly Detection in IDS Systems |
|
|
527 | (10) |
|
|
|
|
|
Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data |
|
|
537 | (11) |
|
|
|
|
|
Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling |
|
|
548 | (11) |
|
|
|
|
|
|
Gene Trajectory Clustering for Learning the Stock Market Sectors |
|
|
559 | (10) |
|
|
|
Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms |
|
|
569 | (8) |
|
|
|
|
|
Approximation Scheduling Algorithms for Solving Multi-objects Movement Synchronization Problem |
|
|
577 | (13) |
|
|
Automatic Segmentation of Bone Tissue in X-Ray Hand Images |
|
|
590 | (10) |
|
|
|
Automatic Morphing of Face Images |
|
|
600 | (9) |
|
|
|
|
|
A Comparison Study of Strategies for Combining Classifiers from Distributed Data Sources |
|
|
609 | (10) |
|
|
|
Visualizing Time Series State Changes with Prototype Based Clustering |
|
|
619 | (10) |
|
|
|
Author Index |
|
629 | |