1-8

Lower Bounds for Approximation of Some Classes of Lebesgue Measurable Functions by Sigmoidal Neural Networks

9-16

A Wavelet Based Method for Detecting Multiple Encoding Rhythms in Neural Networks

17-23

Switching Dynamics of Neural Systems in the Presence of Multiplicative Colored Noise

24-32

Gradient Like Behavior and High Gain Design of KWTA Neural Networks

33-40

Fast Evaluation of Connectionist Language Models

41-48

Improving the Consistency of AHP Matrices Using a Multi-layer Perceptron-Based Model

49-56

Global and Local Modelling in Radial Basis Functions Networks

57-64

A Preliminar Analysis of CO²RBFN in Imbalanced Problems

65-72

Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints

73-80

A Simple Maximum Gain Algorithm for Support Vector Regression

81-88

Domains of Competence of Artificial Neural Networks Using Measures of Separability of Classes

89-96

Self-estimation of Data and Approximation Reliability through Neural Networks

97-105

FPGA Implementations Comparison of Neuro-cortical Inspired Convolution Processors for Spiking Systems

106-113

Nonparametric Location Estimation for Probability Density Function Learning

114-121

An Awareness-Based Artificial Neural Network for Cooperative Distributed Environments

122-130

Improving Classification under Changes in Class and Within-Class Distributions

131-139

Improving Training in the Vicinity of Temporary Minima

140-148

Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation

149-156

Adaptative Resonance Theory Fuzzy Networks Parallel Computation Using CUDA

157-164

A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization

165-173

Ensemble Methods for Boosting Visualization Models

174-179

New Artificial Metaplasticity MLP Results on Standard Data Base

180-187

Probabilistic Self-Organizing Graphs

188-195

Spicules for Unsupervised Learning

196-203

Topology Preserving Visualization Methods for Growing Self-Organizing Maps

204-211

Making Standard SOM Invariant to the Initial Conditions

212-219

The Complexity of the Batch Neural Gas Extended to Local PCA

220-227

Self Organized Dynamic Tree Neural Network

228-235

Development of Neural Network Structure with Biological Mechanisms

236-244

Fuzzy Logic, Soft Computing, and Applications

245-252

A Similarity-Based WAM for Bousi~Prolog

253-260

On the Declarative Semantics of Multi-Adjoint Logic Programs

261-269

A Complete Logic for Fuzzy Functional Dependencies over Domains with Similarity Relations

270-277

RFuzzy: An Expressive Simple Fuzzy Compiler

278-285

Overcoming Non-commutativity in Multi-adjoint Concept Lattices

286-293

Evolutionary Fuzzy Scheduler for Grid Computing

294-301

Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System

302-309

A t-Norm Based Approach to Edge Detection

310-317

Applying Evolutionary Computation Methods to Formal Testing and Model Checking

318-326

Applying Evolutionary Techniques to Debug Functional Programs

327-334

Aiding Test Case Generation in Temporally Constrained State Based Systems Using Genetic Algorithms

335-342

Creation of Specific-to-Problem Kernel Functions for Function Approximation

343-350

Combining Genetic Algorithms and Mutation Testing to Generate Test Sequences

351-358

Testing Restorable Systems by Using RFD

359-366

RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks

367-374

An Evolutionary Hierarchical Clustering Method with a Visual Validation Tool

375-382

An Adaptive Parameter Control for the Differential Evolution Algorithm

383-390

Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms

391-398

A Genetic Algorithm for ANN Design, Training and Simplification

399-406

Graph-Based Representations in Pattern Recognition and Computational Intelligence

407-414

Kernelization of Softassign and Motzkin-Strauss Algorithms

415-423

Connectivity Forests for Homological Analysis of Digital Volumes

424-431

Energy-Based Perceptual Segmentation Using an Irregular Pyramid

432-439

Hierarchical Graphs for Data Clustering

440-447

Real Adaboost Ensembles with Emphasized Subsampling

448-455

Using the Negentropy Increment to Determine the Number of Clusters

456-463

A Wrapper Method for Feature Selection in Multiple Classes Datasets

464-471

New Challenges in the Application of Non-classical Formal Languages to Linguistics

472-479

PNEPs, NEPs for Context Free Parsing: Application to Natural Language Processing

480-487

A Hyprolog Parsing Methodology for Property Grammars

488-495

Adaptable Grammars for Non-Context-Free Languages

496-503

β-Reduction and Antecedent–Anaphora Relations in the Language of Acyclic Recursion

504-511

Permutation Languages in Formal Linguistics

512-513

Thomas: Practical Applications of Agents and Multiagent Systems

514-521

INGENIAS Development Process Assisted with Chains of Transformations

522-529

A Secure Group-Oriented Model for Multiagent Systems

530-536

Interactive Animation of Agent Formation Based on Hopfield Neural Networks

537-544

The INGENIAS Development Kit: A Practical Application for Crisis-Management

545-552

The Delphi Process Applied to African Traditional Medicine

553-560

Composing and Ensuring Time-Bounded Agent Services

561-568

An Organisation-Based Multiagent System for Medical Emergency Assistance

569-576

TEMMAS: The Electricity Market Multi-Agent Simulator

577-584

Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks

585-593

Multi-Agent System Theory for Modelling a Home Automation System

594-601

THOMAS-MALL: A Multiagent System for Shopping and Guidance in Malls

602-609

Multiagent-Based Educational Environment for Dependents

610-618

Social and Cognitive System for Learning Negotiation Strategies with Incomplete Information

619-626

Evaluation of Multi-Agent System Communication in INGENIAS

627-634

Agents Jumping in the Air: Dream or Reality?

635-641

Using Scenarios to Draft the Support of Intelligent Tools for Frail Elders in the SHARE-it Approach

642-650

On the Road to an Abstract Architecture for Open Virtual Organizations

651-665

Using Rest Class and Control Paradigms for Brain Computer Interfacing

666-673

The Training Issue in Brain-Computer Interface: A Multi-disciplinary Field

674-682

A Maxmin Approach to Optimize Spatial Filters for EEG Single-Trial Classification

683-689

Multiple AM Modulated Visual Stimuli in Brain-Computer Interface

690-697

A Brain-Computer Interface Based on Steady State Visual Evoked Potentials for Controlling a Robot

698-705

Asynchronous Brain-Computer Interface to Navigate in Virtual Environments Using One Motor Imagery

706-713

Impact of Frequency Selection on LCD Screens for SSVEP Based Brain-Computer Interfaces

714-719

Multiobjective Evolutionary Algorithms: Applications in Real Problems

720-727

Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II

728-735

Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-Hoc Networks

736-743

Application Synthesis for MPSoCs Implementation Using Multiobjective Optimization

744-751

Multi Objective Optimization Algorithm Based on Neural Networks Inversion

752-759

EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design

760-767

Performance Measures for Dynamic Multi-Objective Optimization

768-772

Methods for Artificial Evolution of Truly Cooperative Robots

773-780

Social Robot Paradigms: An Overview

781-788

A Dual Graph Pyramid Approach to Grid-Based and Topological Maps Integration for Mobile Robotics

789-796

Integrating Graph-Based Vision Perception to Spoken Conversation in Human-Robot Interaction

797-804

From Vision Sensor to Actuators, Spike Based Robot Control through Address-Event-Representation

805-812

Automatic Generation of Biped Walk Behavior Using Genetic Algorithms

813-819

Motion Planning of a Non-holonomic Vehicle in a Real Environment by Reinforcement Learning^*

820-828

Applications in Bio-informatics and Biomedical Engineering

829-836

A Large-Scale Genomics Studies Conducted with Batch-Learning SOM Utilizing High-Performance Supercomputers

837-844

Clustering Method to Identify Gene Sets with Similar Expression Profiles in Adjacent Chromosomal Regions

845-852

On Selecting the Best Pre-processing Method for Affymetrix Genechips

853-860

Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection

861-868

Protein Structure Prediction by Evolutionary Multi-objective Optimization: Search Space Reduction by Using Rotamers

869-876

Using Efficient RBF Networks to Classify Transport Proteins Based on PSSM Profiles and Biochemical Properties

877-885

Artificial Neural Network Based Algorithm for Biomolecular Interactions Modeling

886-892

Modelling Dengue Epidemics with Autoregressive Switching Markov Models (AR-HMM)

893-900

A Theoretical Model for the Dengue Epidemic Using Delayed Differential Equations: Numerical Approaches

901-908

System Identification of Dengue Fever Epidemics in Cuba

909-916

HIV Model Described by Differential Inclusions

917-924

Data Mining in Complex Diseases Using Evolutionary Computation

925-932

Using UN/CEFACT’S Modelling Methodology (UMM) in e-Health Projects

933-940

Matrix Metric Adaptation Linear Discriminant Analysis of Biomedical Data

941-948

SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease

949-956

Automatic System for Alzheimer’s Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules

957-964

On the Use of Morphometry Based Features for Alzheimer’s Disease Detection on MRI

965-972

Selecting Regions of Interest for the Diagnosis of Alzheimer’s Disease in Brain SPECT Images Using Welch’s t-Test

973-980

Alzheimer’s Diagnosis Using Eigenbrains and Support Vector Machines

981-988

Artificial Intelligent Systems Based on Supervised HUMANN for Differential Diagnosis of Cognitive Impairment: Towards a 4P-HCDS

989-996

Stratification Methodologies for Neural Networks Models of Survival

997-1004

Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients

1005-1012

Ranking of Brain Tumour Classifiers Using a Bayesian Approach

1013-1020

Feature Selection with Single-Layer Perceptrons for a Multicentre ¹H-MRS Brain Tumour Database

1021-1028

Weakly-Supervised Classification with Mixture Models for Cervical Cancer Detection

1029-1036

Edges Detection of Clusters of Microcalcifications with SOM and Coordinate Logic Filters

1037-1044

A New Methodology for Feature Selection Based on Machine Learning Methods Applied to Glaucoma

1045-1052

Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks

1053-1060

Classification of Schistosomiasis Prevalence Using Fuzzy Case-Based Reasoning

1061-1069

BAC Overlap Identification Based on Bit-Vectors

1070-1082

AAL and the Mainstream of Digital Home

1083-1089

Legal Concerns Regarding AmI Assisted Living in the Elderly, Worldwide and in Romania

1090-1097

Construction and Debugging of a Multi-Agent Based Simulation to Study Ambient Intelligence Applications

1098-1105

Easing the Smart Home: Translating Human Hierarchies to Intelligent Environments

1106-1112

Wireless Sensor Networks in Home Care

1113-1120

Indoor Localization Based on Neural Networks for Non-dedicated ZigBee Networks in AAL

1121-1128

Managing Ambient Intelligence Sensor Network Systems, an Agent Based Approach

1129-1136

Ambulatory Mobility Characterization Using Body Inertial Systems: An Application to Fall Detection

1137-1144

User Daily Activity Classification from Accelerometry Using Feature Selection and SVM

1145-1152

A Metrics Review for Performance Evaluation on Assisted Wheelchair Navigation

1153-1160

Conventional Joystick vs. Wiimote for Holonomic Wheelchair Control

1161-1167

Normal versus Pathological Cognitive Aging: Variability as a Constraint of Patients Profiling for AmI Design

1168-1175

Estimating the Embedding Dimension Distribution of Time Series with SOMOS

1176-1183

Training Methods and Analysis of Composite, Evolved, On-Line Networks for Time Series Prediction

1184-1191

Special Time Series Prediction: Creep of Concrete

1192-1199

Artificial Neural Networks in Urban Runoff Forecast

1200-1207

A Secret Sharing Scheme for Digital Images Based on Cellular Automata and Boolean Functions

1208-1215

Shapes Description by a Segments-Based Neural Network

1216-1223

Protecting DCT Templates for a Face Verification System by Means of Pseudo-random Permutations

1224-1231

Efficient Parallel Feature Selection for Steganography Problems

1232-1239

Mobile Applications: MovilPIU and Mobiblio

1240-1247

A Case Study of a Pull WAP Location-Based Service Incorporating Maps Services

1248-1255

A Mobile Tourist Decision Support System for Small Footprint Devices

1256-1263

Stereo-MAS: Multi-Agent System for Image Stereo Processing

1264-1271

Participatory EHPR: A Watermarking Solution

1272-1279

Bus Network Scheduling Problem: GRASP + EAs with PISA * Simulation

1280-1287

Wine Classification with Gas Sensors Combined with Independent Component Analysis and Neural Networks

1288-1295

Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets

1296-1303

Intrusion Detection Method Using Neural Networks Based on the Reduction of Characteristics

1304-1311

Evaluating the Performance of the Multilayer Perceptron as a Data Editing Tool

1312-1319

A.N.N. Based Approach to Mass Biometry Taking Advantage from Modularity

1320-1327

Thresholded Neural Networks for Sensitive Industrial Classification Tasks

1328-1335

ANN Based Solutions: It Is Time to Defeat Real-World and Industrial Dilemmas

1336-1343

Pollution Alarm System in Mexico