Adaptive and Natural Computing Algorithms: 8th International Conference, ICANNGA 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part II

Front Matter....Pages -
Evolution of Multi-class Single Layer Perceptron....Pages 1-10
Estimates of Approximation Rates by Gaussian Radial-Basis Functions....Pages 11-18
Least Mean Square vs. Outer Bounding Ellipsoid Algorithm in Confidence Estimation of the GMDH Neural Networks....Pages 19-26
On Feature Extraction Capabilities of Fast Orthogonal Neural Networks....Pages 27-36
Neural Computations by Asymmetric Networks with Nonlinearities....Pages 37-45
Properties of the Hermite Activation Functions in a Neural Approximation Scheme....Pages 46-54
Study of the Influence of Noise in the Values of a Median Associative Memory....Pages 55-62
Impact of Learning on the Structural Properties of Neural Networks....Pages 63-70
Learning Using a Self-building Associative Frequent Network....Pages 71-79
Proposal of a New Conception of an Elastic Neural Network and Its Application to the Solution of a Two-Dimensional Travelling Salesman Problem....Pages 80-87
Robust Stability Analysis for Delayed BAM Neural Networks....Pages 88-97
A Study into the Improvement of Binary Hopfield Networks for Map Coloring....Pages 98-106
Automatic Diagnosis of the Footprint Pathologies Based on Neural Networks....Pages 107-114
Mining Data from a Metallurgical Process by a Novel Neural Network Pruning Method....Pages 115-122
Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting....Pages 123-132
Neural Systems for Short-Term Forecasting of Electric Power Load....Pages 133-142
Jet Engine Turbine and Compressor Characteristics Approximation by Means of Artificial Neural Networks....Pages 143-152
Speech Enhancement System Based on Auditory System and Time-Delay Neural Network....Pages 153-160
Recognition of Patterns Without Feature Extraction by GRNN....Pages 161-168
Real-Time String Filtering of Large Databases Implemented Via a Combination of Artificial Neural Networks....Pages 169-178
Parallel Realizations of the SAMANN Algorithm....Pages 179-188
A POD-Based Center Selection for RBF Neural Network in Time Series Prediction Problems....Pages 189-198
Support, Relevance and Spectral Learning for Time Series....Pages 199-207
Support Vector Machine Detection of Peer-to-Peer Traffic in High-Performance Routers with Packet Sampling....Pages 208-217
Improving SVM Performance Using a Linear Combination of Kernels....Pages 218-227
Boosting RVM Classifiers for Large Data Sets....Pages 228-237
Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection....Pages 238-245
Applying Dynamic Fuzzy Model in Combination with Support Vector Machine to Explore Stock Market Dynamism....Pages 246-253
Predicting Mechanical Properties of Rubber Compounds with Neural Networks and Support Vector Machines....Pages 254-261
An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction....Pages 262-270
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints....Pages 271-280
A Real-Time Adaptive Wavelet Transform-Based QRS Complex Detector....Pages 281-289
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using FCM Clustering Algorithm....Pages 290-299
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis....Pages 300-308
A Novel Hand-Based Personal Identification Approach....Pages 309-317
White Blood Cell Automatic Counting System Based on Support Vector Machine....Pages 318-326
Kernels for Chemical Compounds in Biological Screening....Pages 327-337
A Hybrid Automated Detection System Based on Least Square Support Vector Machine Classifier and k -NN Based Weighted Pre-processing for Diagnosing of Macular Disease....Pages 338-345
Analysis of Microscopic Mast Cell Images Based on Network of Synchronised Oscillators....Pages 346-354
Detection of Gene Expressions in Microarrays by Applying Iteratively Elastic Neural Net....Pages 355-363
A New Feature Selection Method for Improving the Precision of Diagnosing Abnormal Protein Sequences by Support Vector Machine and Vectorization Method....Pages 364-372
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine....Pages 373-381
Classification of Pathological and Normal Voice Based on Linear Discriminant Analysis....Pages 382-390
Efficient 1D and 2D Daubechies Wavelet Transforms with Application to Signal Processing....Pages 391-398
A Branch and Bound Algorithm for Matching Protein Structures....Pages 399-406
Multimodal Hand-Palm Biometrics....Pages 407-414
A Study on Iris Feature Watermarking on Face Data....Pages 415-423
Keystroke Dynamics for Biometrics Identification....Pages 424-431
Protecting Secret Keys with Fuzzy Fingerprint Vault Based on a 3D Geometric Hash Table....Pages 432-439
Face Recognition Based on Near-Infrared Light Using Mobile Phone....Pages 440-448
NEU-FACES: A Neural Network-Based Face Image Analysis System....Pages 449-456
GA-Based Iris/Sclera Boundary Detection for Biometric Iris Identification....Pages 457-466
Neural Network Based Recognition by Using Genetic Algorithm for Feature Selection of Enhanced Fingerprints....Pages 467-476
Why Automatic Understanding?....Pages 477-491
Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme....Pages 492-499
Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets....Pages 500-507
Circular Road Signs Recognition with Affine Moment Invariants and the Probabilistic Neural Classifier....Pages 508-516
A Context-Driven Bayesian Classification Method for Eye Location....Pages 517-524
Computer-Aided Vision System for Surface Blemish Detection of LED Chips....Pages 525-533
Detection of Various Defects in TFT-LCD Polarizing Film....Pages 534-543
Dimensionality Problem in the Visualization of Correlation-Based Data....Pages 544-553
A Segmentation Method for Digital Images Based on Cluster Analysis....Pages 554-563
Active Shape Models and Evolution Strategies to Automatic Face Morphing....Pages 564-571
Recognition of Shipping Container Identifiers Using ART2-Based Quantization and a Refined RBF Network....Pages 572-581
A Local-Information-Based Blind Image Restoration Algorithm Using a MLP....Pages 582-589
Reflective Symmetry Detection Based on Parallel Projection....Pages 590-598
Detail-Preserving Regularization Based Removal of Impulse Noise from Highly Corrupted Images....Pages 599-605
Fast Algorithm for Order Independent Binary Homotopic Thinning....Pages 606-615
A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion....Pages 616-623
Weighted Order Statistic Filters for Pattern Detection....Pages 624-632
Real-Time Image Segmentation for Visual Servoing....Pages 633-640
A Neural Framework for Robot Motor Learning Based on Memory Consolidation....Pages 641-648
Progressive Optimisation of Organised Colonies of Ants for Robot Navigation: An Inspiration from Nature....Pages 649-658
An Algorithm for Selecting a Group Leader in Mobile Robots Realized by Mobile Ad Hoc Networks and Object Entropy....Pages 659-666
Robot Path Planning in Kernel Space....Pages 667-675
A Path Finding Via VRML and VISION Overlay for Autonomous Robot....Pages 676-684
Neural Network Control for Visual Guidance System of Mobile Robot....Pages 685-693
Cone-Realizations of Discrete-Time Systems with Delays....Pages 694-703
Global Stability of Neural Networks with Time-Varying Delays....Pages 704-712
A Sensorless Initial Rotor Position Sensing Using Neural Network for Direct Torque Controlled Permanent Magnet Synchronous Motor Drive....Pages 713-721
Postural Control of Two-Stage Inverted Pendulum Using Reinforcement Learning and Self-organizing Map....Pages 722-729
Neural Network Mapping of Magnet Based Position Sensing System for Autonomous Robotic Vehicle....Pages 730-737
Application of Fuzzy Integral Control for Output Regulation of Asymmetric Half-Bridge DC/DC Converter....Pages 738-746
Obtaining an Optimum PID Controller Via Adaptive Tabu Search....Pages 747-755
Back Matter....Pages -