1-10

Distance Function Learning in Error-Correcting Output Coding Framework

11-20

Combining Pairwise Coupling Classifiers Using Individual Logistic Regressions

21-30

The Novelty Detection Approach for Different Degrees of Class Imbalance

31-39

A Novel Multistage Classification Strategy for Handwriting Chinese Character Recognition Using Local Linear Discriminant Analysis

40-49

Prototype Based Classification Using Information Theoretic Learning

50-59

A Modal Symbolic Classifier for Interval Data

60-69

Hough Transform Neural Network for Seismic Pattern Detection

70-79

Autonomous and Deterministic Clustering for Evidence-Theoretic Classifier

80-87

Bark Classification Based on Gabor Filter Features Using RBPNN Neural Network

88-98

A Hybrid Handwritten Chinese Address Recognition Approach

99-106

A Morphological Neural Network Approach for Vehicle Detection from High Resolution Satellite Imagery

107-115

Secure Personnel Authentication Based on Multi-modal Biometrics Under Ubiquitous Environments

116-123

Pattern Classification Using a Set of Compact Hyperspheres

124-131

Direct Estimation of Fault Tolerance of Feedforward Neural Networks in Pattern Recognition

132-139

A Fully Automated Pattern Classification Method of Combining Self-Organizing Map with Generalization Regression Neural Network

140-149

Comparison of One-Class SVM and Two-Class SVM for Fold Recognition

150-158

Efficient Domain Action Classification Using Neural Networks

159-166

A New Hierarchical Decision Structure Using Wavelet Packet and SVM for Brazilian Phonemes Recognition

167-176

A Passport Recognition and Face Verification Using Enhanced Fuzzy Neural Network and PCA Algorithm

177-186

A Weighted FMM Neural Network and Its Application to Face Detection

187-196

Fast Learning for Statistical Face Detection

197-206

Extraction of Discriminative Manifold for Face Recognition

207-216

Gender Classification Using a New Pyramidal Neural Network

217-226

A Novel Model for Gabor-Based Independent Radial Basis Function Neural Networks and Its Application to Face Recognition

227-235

Generalized PCA Face Recognition by Image Correction and Bit Feature Fusion

236-243

E-2DLDA: A New Matrix-Based Image Representation Method for Face Recognition

244-252

Adaptive Color Space Switching Based Approach for Face Tracking

253-259

A New Subspace Analysis Approach Based on Laplacianfaces

260-269

Rotation Invariant Face Detection Using Convolutional Neural Networks

270-277

Face Tracking Algorithm Based on Mean Shift and Ellipse Fitting

278-285

Improving the Generalization of Fisherface by Training Class Selection Using SOM²

286-293

Image Registration with Regularized Neural Network

294-303

A Statistical Approach for Learning Invariants: Application to Image Color Correction and Learning Invariants to Illumination

304-313

Limited Recurrent Neural Network for Superresolution Image Reconstruction

314-323

Remote Sensing Image Fusion Based on Adaptive RBF Neural Network

324-333

Active Contour with Neural Networks-Based Information Fusion Kernel

334-342

A Novel Split-and-Merge Technique for Error-Bounded Polygonal Approximation

343-352

Fast and Adaptive Low-Pass Whitening Filters for Natural Images

353-360

An Exhaustive Employment of Neural Networks to Search the Better Configuration of Magnetic Signals in ITER Machine

361-368

Ultra-Fast fMRI Imaging with High-Fidelity Activation Map

369-378

A Fast Directed Tree Based Neighborhood Clustering Algorithm for Image Segmentation

379-386

An Efficient Unsupervised Mixture Model for Image Segmentation

387-393

Speckle Reduction of Polarimetric SAR Images Based on Neural ICA

394-403

Robust ICA Neural Network and Application on Synthetic Aperture Radar (SAR) Image Analysis

404-411

Kernel Uncorrelated Discriminant Analysis for Radar Target Recognition

412-419

SuperResolution Image Reconstruction Using a Hybrid Bayesian Approach

420-429

Retrieval-Aware Image Compression, Its Format and Viewer Based Upon Learned Bases

430-438

A Suitable Neural Network to Detect Textile Defects

439-447

MPEG Video Traffic Modeling and Classification Using Fuzzy C-Means Algorithm with Divergence-Based Kernel

448-457

A Novel Sports Video Logo Detector Based on Motion Analysis

458-465

A Fast Selection Algorithm for Multiple Reference Frames in H.264/AVC

466-473

An Automotive Detector Using Biologically Motivated Selective Attention Model for a Blind Spot Monitor

474-480

Wavelet Energy Signature: Comparison and Analysis

481-488

Image Fusion Based on PCA and Undecimated Discrete Wavelet Transform

489-498

Speech Recognition with Multi-modal Features Based on Neural Networks

499-505

Speech Feature Extraction Based on Wavelet Modulation Scale for Robust Speech Recognition

506-514

Fuzzy Controllers Based QoS Routing Algorithm with a Multiclass Scheme for Ad Hoc Networks

515-522

Direction of Arrival Estimation Based on Minor Component Analysis Approach

523-532

Two-Stage Temporally Correlated Source Extraction Algorithm with Its Application in Extraction of Event-Related Potentials

533-542

Bispectrum Quantification Analysis of EEG and Artificial Neural Network May Classify Ischemic States

543-552

An Adaptive Beamforming by a Generalized Unstructured Neural Network

553-559

Application of Improved Kohonen SOFM Neural Network to Radar Signal Sorting

560-567

Unscented Kalman Filter-Trained MRAN Equalizer for Nonlinear Channels

568-577

A Jumping Genes Paradigm with Fuzzy Rules for Optimizing Digital IIR Filters

578-585

Practical Denoising of MEG Data Using Wavelet Transform

586-595

Signal Restoration and Parameters’ Estimation of Ionic Single-Channel Based on HMM-SR Algorithm

596-603

Signal Sorting Based on SVC & K-Means Clustering in ESM Systems

604-611

Camera Pose Estimation by an Artificial Neural Network

612-621

Depth Perception of the Surfaces in Occluded Scenic Images

622-631

Incremental Learning Method for Unified Camera Calibration

632-640

Implicit Camera Calibration by Using Resilient Neural Networks

641-650

Implicit Camera Calibration Using an Artificial Neural Network

651-660

3D Freeform Surfaces from Planar Sketches Using Neural Networks

661-670

General Adaptive Transfer Functions Design for Volume Rendering by Using Neural Networks

671-678

Real-Time Synthesis of 3D Animations by Learning Parametric Gaussians Using Self-Organizing Mixture Networks

679-692

An Excellent Feature Selection Model Using Gradient-Based and Point Injection Techniques

693-702

Driven Forward Features Selection: A Comparative Study on Neural Networks

703-712

Non-negative Matrix Factorization Based Text Mining: Feature Extraction and Classification

713-720

Adaptive Parameters Determination Method of Pulse Coupled Neural Network Based on Water Valley Area

721-728

The Forgetting Gradient Algorithm for Parameter and Intersample Estimation of Dual-Rate Systems

729-736

Intelligent System for Feature Extraction of Oil Slick in SAR Images: Speckle Filter Analysis

737-745

Feature Selection for Neural Networks Through Binomial Regression

746-753

Automated Parameter Selection for Support Vector Machine Decision Tree

754-763

Message-Passing for Inference and Optimization of Real Variables on Sparse Graphs

764-775

Analysis and Insights into the Variable Selection Problem

776-785

Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection

786-795

Fault Tolerant Training of Neural Networks for Learning Vector Quantization

796-805

Clustering with a Semantic Criterion Based on Dimensionality Analysis

806-813

Improved Clustering and Anisotropic Gradient Descent Algorithm for Compact RBF Network

814-823

Clustering Massive High Dimensional Data with Dynamic Feature Maps

824-830

Zoomed Clusters

831-840

Predicting Chaotic Time Series by Boosted Recurrent Neural Networks

841-849

Uncertainty in Mineral Prospectivity Prediction

850-859

Thermal Deformation Prediction in Machine Tools by Using Neural Network

860-869

Fuzzy Time Series Prediction Method Based on Fuzzy Recurrent Neural Network

870-879

Research on a Novel Method Diagnosis and Maintenance for Key Produce Plant Based on MAS and NN

880-889

Nonlinear Hydrological Time Series Forecasting Based on the Relevance Vector Regression

890-896

A Distributed Computing Service for Neural Networks and Its Application to Flood Peak Forecasting

897-908

Automatic Inference of Cabinet Approval Ratings by Information-Theoretic Competitive Learning

909-916

Radial Basis Function Neural Networks to Foresee Aftershocks in Seismic Sequences Related to Large Earthquakes

917-924

Motion Vector Prediction Using Frequency Sensitive Competitive Learning

925-933

Forecasting the Flow of Data Packets for Website Traffic Analysis – ASVR-Tuned ANFIS/NGARCH Approach

934-941

A Hybrid Model for Symbolic Interval Time Series Forecasting

942-951

Peak Ground Velocity Evaluation by Artificial Neural Network for West America Region

952-963

Forecasting Electricity Demand by Hybrid Machine Learning Model

964-973

Short-Term Load Forecasting Using Multiscale BiLinear Recurrent Neural Network with an Adaptive Learning Algorithm

974-983

A New Approach to Load Forecasting: Using Semi-parametric Method and Neural Networks

984-993

Research of Least Square Support Vector Machine Based on Chaotic Time Series in Power Load Forecasting Model

994-1003

Solving Extended Linear Programming Problems Using a Class of Recurrent Neural Networks

1004-1013

A Recurrent Neural Network for Non-smooth Convex Programming Subject to Linear Equality and Bound Constraints

1014-1021

Neural Networks for Optimization Problem with Nonlinear Constraints

1022-1031

A Novel Chaotic Annealing Recurrent Neural Network for Multi-parameters Extremum Seeking Algorithm

1032-1041

Improved Transiently Chaotic Neural Network and Its Application to Optimization

1042-1050

Quantum-Behaved Particle Swarm Optimization for Integer Programming

1051-1060

Neural Network Training Using Stochastic PSO

1061-1070

Hybrid Training of Feed-Forward Neural Networks with Particle Swarm Optimization

1071-1078

Clonal Selection Theory Based Artificial Immune System and Its Application

1079-1089

A Hybrid Algorithm to Infer Genetic Networks

1090-1100

An Intelligent PSO-Based Control Algorithm for Adaptive Compensation Polarization Mode Dispersion in Optical Fiber Communication Systems

1101-1107

Prediction of Construction Litigation Outcome Using a Split-Step PSO Algorithm

1108-1117

Solving Multiprocessor Real-Time System Scheduling with Enhanced Competitive Scheme

1118-1127

A Distributed Hybrid Algorithm for Optimized Resource Allocation Problem

1128-1137

A Swarm Optimization Model for Energy Minimization Problem of Early Vision

1138-1147

PSO-Based Hyper-Parameters Selection for LS-SVM Classifiers

1148-1155

Training RBF Neural Networks with PSO and Improved Subtractive Clustering Algorithms

1156-1163

Training RBF Neural Network Via Quantum-Behaved Particle Swarm Optimization

1164-1173

Discrete Particle Swarm Optimization and EM Hybrid Approach for Naive Bayes Clustering

1174-1182

Extended Particle Swarm Optimiser with Adaptive Acceleration Coefficients and Its Application in Nonlinear Blind Source Separation

1183-1192

Application of a Hybrid Ant Colony Optimization for the Multilevel Thresholding in Image Processing