Artificial Intelligence and Soft Computing – ICAISC 2006: 8th International Conference, Zakopane, Poland, June 25-29, 2006. Proceedings

Front Matter....Pages -
Multichannel Data Aggregation by Layers of Formal Neurons....Pages 1-8
Estimation of Distribution Algorithm for Optimization of Neural Networks for Intrusion Detection System....Pages 9-18
Neural Network Implementation in Reprogrammable FPGA Devices – An Example for MLP....Pages 19-28
A New Approach for Finding an Optimal Solution and Regularization by Learning Dynamic Momentum....Pages 29-36
Domain Dynamics in Optimization Tasks....Pages 37-45
Nonlinear Function Learning by the Normalized Radial Basis Function Networks....Pages 46-55
Sum and Product Kernel Regularization Networks....Pages 56-65
Chaotic Cellular Neural Networks with Negative Self-feedback....Pages 66-75
An Efficient Nonlinear Predictive Control Algorithm with Neural Models and Its Application to a High-Purity Distillation Process....Pages 76-85
Creativity of Neural Networks....Pages 86-93
Speed Up of the SAMANN Neural Network Retraining....Pages 94-103
Application of Neural Networks in Chain Curve Modelling....Pages 104-112
RBF Nets in Faults Localization....Pages 113-122
A Hypertube as a Possible Interpolation Region of a Neural Model....Pages 123-132
RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes....Pages 133-141
Fast Orthogonal Neural Networks....Pages 142-149
AI Methods in Solving Systems of Interval Linear Equations....Pages 150-159
A Fast and Numerically Robust Neural Network Training Algorithm....Pages 160-169
On Interpretation of Non-atomic Values and Induction of Decision Rules in Fuzzy Relational Databases....Pages 170-181
A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems....Pages 182-191
Performance Evaluation of Fuzzy-Neural HTTP Request Distribution for Web Clusters....Pages 192-201
Fuzzy Approach to Correlation Function....Pages 202-211
A Method for Designing Flexible Neuro-fuzzy Systems....Pages 212-219
Deterministic Annealing Integrated with ε -Insensitive Learning in Neuro-fuzzy Systems....Pages 220-229
Transformation Lemma on Analytical Modeling Via Takagi-Sugeno Fuzzy System and Its Applications....Pages 230-239
Combining Logical-Type Neuro-fuzzy Systems....Pages 240-249
On Fuzzy Number Calculus and Some Application....Pages 250-259
Combination of Fuzzy TOPSIS and Fuzzy Ranking for Multi Attribute Decision Making....Pages 260-267
Flow Graphs and Decision Tables with Fuzzy Attributes....Pages 268-277
Elements of the Type-2 Semantics in Summarizing Databases....Pages 278-287
Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design....Pages 288-296
Adjusting Software-Intensive Systems Developed by Using Software Factories and Fuzzy Features....Pages 297-305
Boosting Ensemble of Relational Neuro-fuzzy Systems....Pages 306-313
An Application of Intuitionistic Fuzzy Set Similarity Measures to a Multi-criteria Decision Making Problem....Pages 314-323
Additive Sequential Evolutionary Design of Experiments....Pages 324-333
A New Inter-island Genetic Operator for Optimization Problems with Block Properties....Pages 334-343
Multiobjective Design Optimization of Electrostatic Rotary Microactuators Using Evolutionary Algorithms....Pages 344-353
Evolutionary Learning of Mamdani-Type Neuro-fuzzy Systems....Pages 354-359
Study of Objective Functions in Fuzzy Job-Shop Problem....Pages 360-369
Scheduling with Memetic Algorithms over the Spaces of Semi-active and Active Schedules....Pages 370-379
Chaos Detection with Lyapunov Exponents in Dynamical System Generated by Evolutionary Process....Pages 380-389
Improving Evolutionary Multi-objective Optimization Using Genders....Pages 390-399
Evolutionary Learning of Linear Trees with Embedded Feature Selection....Pages 400-409
Solving the Balanced Academic Curriculum Problem with an Hybridization of Genetic Algorithm and Constraint Propagation....Pages 410-419
A Graph-Based Genetic Algorithm for the Multiple Sequence Alignment Problem....Pages 420-429
Improved Multi-Objective Diversity Control Oriented Genetic Algorithm....Pages 430-439
Directional Distributions and Their Application to Evolutionary Algorithms....Pages 440-449
Adaptive Inertia Weight Particle Swarm Optimization....Pages 450-459
Estimation of the Evolution Speed for the Quasispecies Model: Arbitrary Alphabet Case....Pages 460-469
Partitioning of VLSI Circuits on Subcircuits with Minimal Number of Connections Using Evolutionary Algorithm....Pages 470-478
Genetic Approach to Modeling of a Dispatcher in Discrete Transport Systems....Pages 479-488
Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach....Pages 489-498
Additive Preference Model with Piecewise Linear Components Resulting from Dominance-Based Rough Set Approximations....Pages 499-508
Induction of Decision Rules Using Minimum Set of Descriptors....Pages 509-517
Comparison of Information Theoretical Measures for Reduct Finding....Pages 518-527
Rough Approximation Operations Based on IF Sets....Pages 528-537
Relationships Between Concept Lattice and Rough Set....Pages 538-547
Extended SMART Algorithms for Non-negative Matrix Factorization....Pages 548-562
MAICS: Multilevel Artificial Immune Classification System....Pages 563-572
Selection of Prototype Rules: Context Searching Via Clustering....Pages 573-582
Committee Machine for Road-Signs Classification....Pages 583-592
Cluster Analysis Via Dynamic Self-organizing Neural Networks....Pages 593-602
Learning Vector Quantization Classification with Local Relevance Determination for Medical Data....Pages 603-612
Genetically Evolved Trees Representing Ensembles....Pages 613-622
Sequential Classification Via Fuzzy Relations....Pages 623-632
Attention Improves the Recognition Reliability of Backpropagation Network....Pages 633-642
An Accurate MDS-Based Algorithm for the Visualization of Large Multidimensional Datasets....Pages 643-652
The Multi-Agent System for Prediction of Financial Time Series....Pages 653-662
Visualization of Single Clusters....Pages 663-671
Dynamic Data Condensation for Classification....Pages 672-681
Handwriting Recognition Accuracy Improvement by Author Identification....Pages 682-691
Adaptive Potential Active Hypercontours....Pages 692-701
KIDBSCAN: A New Efficient Data Clustering Algorithm....Pages 702-711
Localization and Extraction of the Optic Disc Using the Fuzzy Circular Hough Transform....Pages 712-721
Object Recognition for Obstacle Avoidance in Mobile Robots....Pages 722-730
Gait Synthesis and Modulation for Quadruped Robot Locomotion Using a Simple Feed-Forward Network....Pages 731-739
A Two-Stage Fuzzy Filtering Method to Restore Images Contaminated by Mixed Impulse and Gaussian Noises....Pages 740-749
Determination of the Optimal Seam-Lines in Image Mosaicking with the Dynamic Programming (DP) on the Converted Cost Space....Pages 750-757
Symmetry-Based Salient Points Detection in Face Images....Pages 758-767
Cellular Neural Networks and Dynamic Enhancement for Cephalometric Landmarks Detection....Pages 768-777
Adaptive Critic Neural Networks for Identification of Wheeled Mobile Robot....Pages 778-786
A New Chromatic Color Image Watermarking and Its PCA-Based Implementation....Pages 787-795
Human Identification Based on Fingerprint Local Features....Pages 796-803
Genetic Graph Programming for Object Detection....Pages 804-813
Selective Motion Analysis Based on Dynamic Visual Saliency Map Model....Pages 814-822
Efficient Ant Reinforcement Learning Using Replacing Eligibility Traces....Pages 823-832
Face Recognition Using Correlation Between Illuminant Context....Pages 833-840
An Efficient Face and Eye Detector Modeling in External Environment....Pages 841-849
Keypoints Derivation for Object Class Detection with SIFT Algorithm....Pages 850-859
Gray Image Contrast Enhancement by Optimal Fuzzy Transformation....Pages 860-869
Non-negative Matrix Factorization with Quasi-Newton Optimization....Pages 870-879
Active Mining Discriminative Gene Sets....Pages 880-889
A Novel Approach to Image Reconstruction from Discrete Projections Using Hopfield-Type Neural Network....Pages 890-898
Leukemia Prediction from Gene Expression Data—A Rough Set Approach....Pages 899-908
Random Forest of Dipolar Trees for Survival Prediction....Pages 909-918
Interpretation of Medical Images Based on Ontological Models....Pages 919-924
Fuzzy Logic in Stuttering Therapy....Pages 925-930
Using Most Similarity Tree Based Clustering to Select the Top Most Discriminating Genes for Cancer Detection....Pages 931-940
Nonambiguous Concept Mapping in Medical Domain....Pages 941-950
Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data....Pages 951-961
Cognitive Analysis in Diagnostic DSS-Type IT Systems....Pages 962-971
Interpretability of Bayesian Decision Trees Induced from Trauma Data....Pages 972-981
The Greatest and the Least Eigen Fuzzy Sets in Evaluation of the Drug Effectiveness Levels....Pages 982-987
Cardiac Ventricle Contour Reconstruction in Ultrasonographic Images Using Bayesian Constrained Spectral Method....Pages 988-997
A Model of a Diagnostic Rule in the Dempster-Shafer Theory....Pages 998-1007
DNA Fragment Assembly by Ant Colony and Nearest Neighbour Heuristics....Pages 1008-1017
Application of Bayesian Confirmation Measures for Mining Rules from Support-Confidence Pareto-Optimal Set....Pages 1018-1026
Cognitive Analysis Techniques in Business Planning and Decision Support Systems....Pages 1027-1039
PERT Based Approach to Performance Analysis of Multi–Agent Systems....Pages 1040-1049
Rule-Based Automated Price Negotiation: Overview and Experiment....Pages 1050-1059
A New Version of the Fuzzy-ID3 Algorithm....Pages 1060-1070
New Interpolation Method with Fractal Curves....Pages 1071-1081
Integrating Lookahead and Post Processing Procedures with ACO for Solving Set Partitioning and Covering Problems....Pages 1082-1090
Learning Algorithms for Scheduling Using Knowledge Based Model....Pages 1091-1100
Knowledge Representation of Pedestrian Dynamics in Crowd: Formalism of Cellular Automata....Pages 1101-1110
Algorithm for Generating Fuzzy Rules for WWW Document Classification....Pages 1111-1119
A Possibilistic-Logic-Based Information Retrieval Model with Various Term-Weighting Approaches....Pages 1120-1129
Sketch of Autopoietic Essence of Computing and KnowledgeWorking ....Pages 1130-1139
Apply the Particle Swarm Optimization to the Multidimensional Knapsack Problem....Pages 1140-1149
Self-stabilizing Algorithms for Graph Coloring with Improved Performance Guarantees....Pages 1150-1159
A Novel Modeling Methodology: Generalized Nets....Pages 1160-1168
A Hierarchical Particle Swarm Optimization for Solving Bilevel Programming Problems....Pages 1169-1178
Methods of Artificial Intelligence in Blind People Education....Pages 1179-1188
Neural Networks and the Estimation of Hands’ Strength in Contract Bridge....Pages 1189-1198
Mining Travel Resources on the Web Using L-Wrappers....Pages 1199-1208
A New Evaluation Method for E-Learning Systems....Pages 1209-1216
Parameter Estimation of Systems Described by the Relation by Maximum Likelihood Method....Pages 1217-1222
A Distributed Learning Control System for Elevator Groups....Pages 1223-1232
Back Matter....Pages -