1-9

Epileptic Seizure Prediction and the Dimensionality Reduction Problem

10-19

Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data

20-29

Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data

30-39

A Computational Retina Model and Its Self-adjustment Property

40-53

Mental Simulation, Attention and Creativity

54-64

BSDT Atom of Consciousness Model, AOCM: The Unity and Modularity of Consciousness

65-74

Generalized Simulated Annealing and Memory Functioning in Psychopathology

75-84

Algorithms for Structural and Dynamical Polychronous Groups Detection

85-94

Logics and Networks for Human Reasoning

95-104

Simbed: Similarity-Based Embedding

105-114

PCA-Based Representations of Graphs for Prediction in QSAR Studies

115-124

Feature Extraction Using Linear and Non-linear Subspace Techniques

125-134

Classification Based on Combination of Kernel Density Estimators

135-144

Joint Approximate Diagonalization Utilizing AIC-Based Decision in the Jacobi Method

145-154

Newtonian Spectral Clustering

155-164

Bidirectional Clustering of MLP Weights for Finding Nominally Conditioned Polynomials

165-174

Recognition of Properties by Probabilistic Neural Networks

175-184

On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification

185-194

Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning

195-204

Kernel Alignment k-NN for Human Cancer Classification Using the Gene Expression Profiles

205-214

Convex Mixture Models for Multi-view Clustering

215-224

Strengthening the Forward Variable Selection Stopping Criterion

225-234

Features and Metric from a Classifier Improve Visualizations with Dimension Reduction

235-244

Fuzzy Cluster Validation Using the Partition Negentropy Criterion

245-254

Bayesian Estimation of Kernel Bandwidth for Nonparametric Modelling

255-264

Using Kernel Basis with Relevance Vector Machine for Feature Selection

265-274

Acquiring and Classifying Signals from Nanopores and Ion-Channels

275-284

Hand-Drawn Shape Recognition Using the SVM’ed Kernel

285-294

Selective Attention Improves Learning

295-304

Multi-stage Algorithm Based on Neural Network Committee for Prediction and Search for Precursors in Multi-dimensional Time Series

305-314

Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction

315-324

Identifying Customer Profiles in Power Load Time Series Using Spectral Clustering

325-334

Transformation from Complex Networks to Time Series Using Classical Multidimensional Scaling

335-344

Predicting the Occupancy of the HF Amateur Service with Neural Network Ensembles

345-357

An Associated-Memory-Based Stock Price Predictor

358-367

A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data

368-377

Decomposition Methods for Detailed Analysis of Content in ERP Recordings

378-386

Outlier Analysis in BP/RP Spectral Bands

387-396

ANNs and Other Machine Learning Techniques in Modelling Models’ Uncertainty

397-405

Comparison of Adaptive Algorithms for Significant Feature Selection in Neural Network Based Solution of the Inverse Problem of Electrical Prospecting

406-415

Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error

416-425

Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis

426-434

Speech Hashing Algorithm Based on Short-Time Stability

435-444

A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis

445-454

LS Footwear Database - Evaluating Automated Footwear Pattern Analysis

455-464

Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips

465-474

Connectionist Models for Formal Knowledge Adaptation

475-484

Modeling Human Operator Controlling Process in Different Environments

485-494

Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier

495-504

Mental Tasks Classification for a Noninvasive BCI Application

505-514

Municipal Creditworthiness Modelling by Radial Basis Function Neural Networks and Sensitive Analysis of Their Input Parameters

515-524

A Comparison of Three Methods with Implicit Features for Automatic Identification of P300s in a BCI

525-533

Computing with Probabilistic Cellular Automata

534-543

Delay-Induced Hopf Bifurcation and Periodic Solution in a BAM Network with Two Delays

544-551

Response Properties to Inputs of Memory Pattern Fragments in Three Types of Chaotic Neural Network Models

552-562

Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks

563-572

The Lin-Kernighan Algorithm Driven by Chaotic Neurodynamics for Large Scale Traveling Salesman Problems

573-582

Quadratic Assignment Problems for Chaotic Neural Networks with Dynamical Noise

583-592

Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching Dynamics

593-602

Approximation Capability of Continuous Time Recurrent Neural Networks for Non-autonomous Dynamical Systems

603-612

Spectra of the Spike Flow Graphs of Recurrent Neural Networks

613-622

Activation Dynamics in Excitable Maps: Limits to Communication Can Facilitate the Spread of Activity

623-632

Learning Features by Contrasting Natural Images with Noise

633-642

Feature Selection for Neural-Network Based No-Reference Video Quality Assessment

643-652

Learning from Examples to Generalize over Pose and Illumination

653-662

Semi–supervised Learning with Constraints for Multi–view Object Recognition

663-672

Large-Scale Real-Time Object Identification Based on Analytic Features

673-683

Estimation Method of Motion Fields from Images by Model Inclusive Learning of Neural Networks

684-693

Hybrid Neural Systems for Reduced-Reference Image Quality Assessment

694-703

Representing Images with χ² Distance Based Histograms of SIFT Descriptors

704-714

Modelling Image Complexity by Independent Component Analysis, with Application to Content-Based Image Retrieval

715-724

Adaptable Neural Networks for Objects’ Tracking Re-initialization

725-734

Lattice Independent Component Analysis for fMRI Analysis

735-744

Adaptive Feature Transformation for Image Data from Non-stationary Processes

745-754

Bio-inspired Connectionist Architecture for Visual Detection and Refinement of Shapes

755-764

Evolving Memory Cell Structures for Sequence Learning

765-774

Measuring and Optimizing Behavioral Complexity for Evolutionary Reinforcement Learning

775-783

Combining Multiple Inputs in HyperNEAT Mobile Agent Controller

784-793

Evolving Spiking Neural Parameters for Behavioral Sequences

794-803

Robospike Sensory Processing for a Mobile Robot Using Spiking Neural Networks

804-814

Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF

815-822

An Adaptive NN Controller with Second Order SMC-Based NN Weight Update Law for Asymptotic Tracking

823-834

Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution Systems

835-844

Distributed Control over Networks Using Smoothing Techniques

845-854

Trajectory Tracking of a Nonholonomic Mobile Robot Considering the Actuator Dynamics: Design of a Neural Dynamic Controller Based on Sliding Mode Theory

855-864

Tracking with Multiple Prediction Models

865-874

Sliding Mode Control for Trajectory Tracking Problem - Performance Evaluation

875-884

Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive Networks

885-894

AM-FM Texture Image Analysis of the Intima and Media Layers of the Carotid Artery

895-904

Unsupervised Clustering of Clickthrough Data for Automatic Annotation of Multimedia Content

905-912

Object Classification Using the MPEG-7 Visual Descriptors: An Experimental Evaluation Using State of the Art Data Classifiers

913-922

MuLVAT: A Video Annotation Tool Based on XML-Dictionaries and Shot Clustering

923-932

Multimodal Sparse Features for Object Detection

933-943

Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields

944-953

Contributor Diagnostics for Anomaly Detection

954-963

Indoor Localization Using Neural Networks with Location Fingerprints

964-975

Distributed Faulty Sensor Detection in Sensor Networks

976-985

Detection of Failures in Civil Structures Using Artificial Neural Networks

986-996

Congestion Control in Autonomous Decentralized Networks Based on the Lotka-Volterra Competition Model