Artificial Intelligence and Soft Computing – ICAISC 2006

Neural Networks and Their Applications.- Multichannel Data Aggregation by Layers of Formal Neurons.- Estimation of Distribution Algorithm for Optimization of Neural Networks for Intrusion Detection System.- Neural Network Implementation in Reprogrammable FPGA Devices – An Example for MLP.- A New Approach for Finding an Optimal Solution and Regularization by Learning Dynamic Momentum.- Domain Dynamics in Optimization Tasks.- Nonlinear Function Learning by the Normalized Radial Basis Function Networks.- Sum and Product Kernel Regularization Networks.- Chaotic Cellular Neural Networks with Negative Self-feedback.- An Efficient Nonlinear Predictive Control Algorithm with Neural Models and Its Application to a High-Purity Distillation Process.- Creativity of Neural Networks.- Speed Up of the SAMANN Neural Network Retraining.- Application of Neural Networks in Chain Curve Modelling.- RBF Nets in Faults Localization.- A Hypertube as a Possible Interpolation Region of a Neural Model.- RBF Neural Network for Probability Density Function Estimation and Detecting Changes in Multivariate Processes.- Fast Orthogonal Neural Networks.- AI Methods in Solving Systems of Interval Linear Equations.- A Fast and Numerically Robust Neural Network Training Algorithm.- Fuzzy Systems and Their Applications.- On Interpretation of Non-atomic Values and Induction of Decision Rules in Fuzzy Relational Databases.- A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy Rule-Based Classification Systems.- Performance Evaluation of Fuzzy-Neural HTTP Request Distribution for Web Clusters.- Fuzzy Approach to Correlation Function.- A Method for Designing Flexible Neuro-fuzzy Systems.- Deterministic Annealing Integrated with ?-Insensitive Learning in Neuro-fuzzy Systems.- Transformation Lemma on Analytical Modeling Via Takagi-Sugeno Fuzzy System and Its Applications.- Combining Logical-Type Neuro-fuzzy Systems.- On Fuzzy Number Calculus and Some Application.- Combination of Fuzzy TOPSIS and Fuzzy Ranking for Multi Attribute Decision Making.- Flow Graphs and Decision Tables with Fuzzy Attributes.- Elements of the Type-2 Semantics in Summarizing Databases.- Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design.- Adjusting Software-Intensive Systems Developed by Using Software Factories and Fuzzy Features.- Boosting Ensemble of Relational Neuro-fuzzy Systems.- An Application of Intuitionistic Fuzzy Set Similarity Measures to a Multi-criteria Decision Making Problem.- Evolutionary Algorithms and Their Applications.- Additive Sequential Evolutionary Design of Experiments.- A New Inter-island Genetic Operator for Optimization Problems with Block Properties.- Multiobjective Design Optimization of Electrostatic Rotary Microactuators Using Evolutionary Algorithms.- Evolutionary Learning of Mamdani-Type Neuro-fuzzy Systems.- Study of Objective Functions in Fuzzy Job-Shop Problem.- Scheduling with Memetic Algorithms over the Spaces of Semi-active and Active Schedules.- Chaos Detection with Lyapunov Exponents in Dynamical System Generated by Evolutionary Process.- Improving Evolutionary Multi-objective Optimization Using Genders.- Evolutionary Learning of Linear Trees with Embedded Feature Selection.- Solving the Balanced Academic Curriculum Problem with an Hybridization of Genetic Algorithm and Constraint Propagation.- A Graph-Based Genetic Algorithm for the Multiple Sequence Alignment Problem.- Improved Multi-Objective Diversity Control Oriented Genetic Algorithm.- Directional Distributions and Their Application to Evolutionary Algorithms.- Adaptive Inertia Weight Particle Swarm Optimization.- Estimation of the Evolution Speed for the Quasispecies Model: Arbitrary Alphabet Case.- Partitioning of VLSI Circuits on Subcircuits with Minimal Number of Connections Using Evolutionary Algorithm.- Genetic Approach to Modeling of a Dispatcher in Discrete Transport Systems.- Rough Sets.- Interactive Analysis of Preference-Ordered Data Using Dominance-Based Rough Set Approach.- Additive Preference Model with Piecewise Linear Components Resulting from Dominance-Based Rough Set Approximations.- Induction of Decision Rules Using Minimum Set of Descriptors.- Comparison of Information Theoretical Measures for Reduct Finding.- Rough Approximation Operations Based on IF Sets.- Relationships Between Concept Lattice and Rough Set.- Classification and Clustering.- Extended SMART Algorithms for Non-negative Matrix Factorization.- MAICS: Multilevel Artificial Immune Classification System.- Selection of Prototype Rules: Context Searching Via Clustering.- Committee Machine for Road-Signs Classification.- Cluster Analysis Via Dynamic Self-organizing Neural Networks.- Learning Vector Quantization Classification with Local Relevance Determination for Medical Data.- Genetically Evolved Trees Representing Ensembles.- Sequential Classification Via Fuzzy Relations.- Attention Improves the Recognition Reliability of Backpropagation Network.- An Accurate MDS-Based Algorithm for the Visualization of Large Multidimensional Datasets.- The Multi-Agent System for Prediction of Financial Time Series.- Visualization of Single Clusters.- Dynamic Data Condensation for Classification.- Handwriting Recognition Accuracy Improvement by Author Identification.- Adaptive Potential Active Hypercontours.- KIDBSCAN: A New Efficient Data Clustering Algorithm.- Image Analysis and Robotics.- Localization and Extraction of the Optic Disc Using the Fuzzy Circular Hough Transform.- Object Recognition for Obstacle Avoidance in Mobile Robots.- Gait Synthesis and Modulation for Quadruped Robot Locomotion Using a Simple Feed-Forward Network.- A Two-Stage Fuzzy Filtering Method to Restore Images Contaminated by Mixed Impulse and Gaussian Noises.- Determination of the Optimal Seam-Lines in Image Mosaicking with the Dynamic Programming (DP) on the Converted Cost Space.- Symmetry-Based Salient Points Detection in Face Images.- Cellular Neural Networks and Dynamic Enhancement for Cephalometric Landmarks Detection.- Adaptive Critic Neural Networks for Identification of Wheeled Mobile Robot.- A New Chromatic Color Image Watermarking and Its PCA-Based Implementation.- Human Identification Based on Fingerprint Local Features.- Genetic Graph Programming for Object Detection.- Selective Motion Analysis Based on Dynamic Visual Saliency Map Model.- Efficient Ant Reinforcement Learning Using Replacing Eligibility Traces.- Face Recognition Using Correlation Between Illuminant Context.- An Efficient Face and Eye Detector Modeling in External Environment.- Keypoints Derivation for Object Class Detection with SIFT Algorithm.- Gray Image Contrast Enhancement by Optimal Fuzzy Transformation.- Non-negative Matrix Factorization with Quasi-Newton Optimization.- Bioinformatics and Medical Applications.- Active Mining Discriminative Gene Sets.- A Novel Approach to Image Reconstruction from Discrete Projections Using Hopfield-Type Neural Network.- Leukemia Prediction from Gene Expression Data—A Rough Set Approach.- Random Forest of Dipolar Trees for Survival Prediction.- Interpretation of Medical Images Based on Ontological Models.- Fuzzy Logic in Stuttering Therapy.- Using Most Similarity Tree Based Clustering to Select the Top Most Discriminating Genes for Cancer Detection.- Nonambiguous Concept Mapping in Medical Domain.- Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data.- Cognitive Analysis in Diagnostic DSS-Type IT Systems.- Interpretability of Bayesian Decision Trees Induced from Trauma Data.- The Greatest and the Least Eigen Fuzzy Sets in Evaluation of the Drug Effectiveness Levels.- Cardiac Ventricle Contour Reconstruction in Ultrasonographic Images Using Bayesian Constrained Spectral Method.- A Model of a Diagnostic Rule in the Dempster-Shafer Theory.- DNA Fragment Assembly by Ant Colony and Nearest Neighbour Heuristics.- Various Problems of Artificial Intelligence.- Application of Bayesian Confirmation Measures for Mining Rules from Support-Confidence Pareto-Optimal Set.- Cognitive Analysis Techniques in Business Planning and Decision Support Systems.- PERT Based Approach to Performance Analysis of Multi–Agent Systems.- Rule-Based Automated Price Negotiation: Overview and Experiment.- A New Version of the Fuzzy-ID3 Algorithm.- New Interpolation Method with Fractal Curves.- Integrating Lookahead and Post Processing Procedures with ACO for Solving Set Partitioning and Covering Problems.- Learning Algorithms for Scheduling Using Knowledge Based Model.- Knowledge Representation of Pedestrian Dynamics in Crowd: Formalism of Cellular Automata.- Algorithm for Generating Fuzzy Rules for WWW Document Classification.- A Possibilistic-Logic-Based Information Retrieval Model with Various Term-Weighting Approaches.- Sketch of Autopoietic Essence of Computing and KnowledgeWorking.- Apply the Particle Swarm Optimization to the Multidimensional Knapsack Problem.- Self-stabilizing Algorithms for Graph Coloring with Improved Performance Guarantees.- A Novel Modeling Methodology: Generalized Nets.- A Hierarchical Particle Swarm Optimization for Solving Bilevel Programming Problems.- Methods of Artificial Intelligence in Blind People Education.- Neural Networks and the Estimation of Hands’ Strength in Contract Bridge.- Mining Travel Resources on the Web Using L-Wrappers.- A New Evaluation Method for E-Learning Systems.- Parameter Estimation of Systems Described by the Relation by Maximum Likelihood Method.- A Distributed Learning Control System for Elevator Groups.