The State of the Art in Computational Intelligence

1: Neural Networks.- Discovering Common Features in Software Code Using Self-Organizing Maps.- Graded Signal Functions for ARTMAP Neural Networks.- Incremental Approximation by Layer Neural Networks.- Efficient Training of MLP with Training Step Rate Estimation.- Self-Organizing Maps for Representing Structures.- Invariant Representation of Images by Pulse Coupled Neural Network.- Detection of Ischemic Episodes with a Combination of Unsupervised and Supervised Learning.- Spatial Distribution of Patterns and the Hopfield Network Phase Space Geometry.- Switched Capacitor-Based Integrate-And-Fire Neural Network.- A Neural Network Algorithm for Digital Circuits Test Generation.- The Parallel Bayesian Optimization Algorithm.- Application of Heuristic Programming to Dynamic System Stabilization.- First Order Dynamic Instance Selection.- 2: Fuzzy Systems.- Toward an Enlargement of the Role of Natural Languages in Information Processing, Decision and Control.- Notes on Fusion of Uncertain Information.- Fix-Mundis for Fuzzy IF-THEN Rule Bases with T-Norm Based Compositional Rule of Inference Interpretation.- Computational Problems of Constrained Fuzzy Arithmetic.- Linear Regression with Fuzzy Variables.- Fuzzy-Petri Net Reasoning System and Transfering of Knowledge to the Markov Chain.- Fuzzy Conceptual Graphs: A Language for Computational Intelligence Approaching Human Expression and Reasoning.- A New Heuristic Measure for Learning Rules from Fuzzy Data.- On the Role of Transitivity in Fuzzy Relational Calculus.- Project Network Planning on the Basis of Generalized Fuzzy Critical Path Method.- Flexible Querying — Data Structures Unification.- New Connectives for (Full) Fuzzy Resolution.- Learn the Ranking of Precedence Cases.- Sugeno-Type Fuzzy Predictor of the MPEG VideoStream.- 3: Miscellaneous CI Techniques.- Biological Inspiration for Multiple Memories Implementation and Cooperation.- Optimization as a Multistage Decision Making.- Can Computers Be Conscious? Methodological Considerations from the Standpoint of the Humanities.- 4: Hybrid Systems.- GA-FIS for Dynamic Environment.- Genetic Method for Optimization of Fuzzy Neural Networks Structure.- A Reverse Neural Model of a General Planar Transmission Line.- Fuzzy Sets and the Theory of Neuronal Group Selection for the Problem of Interpretation.- Neuro-Fuzzy Architectures with Various Implication Operators.- Fuzzy Cluster Identification Using Neural Networks.- 5: Applications and Case Studies.- Soft Computing Applications Developed by ECANSE.- Tetris Player: Strategy Driven Algorithm.- Electrical Daily Load Forecasting Using Artificial Neural Network in the Power System of Slovak Republic.- Practical Approach to Prediction of Plant Technological Parameters with Missing Data.- Application of Artificial Neural Networks to Represent the Rainfall-Runoff Process for Flow Forecasting.- Using Neural Network in Cryptography.- Application of Artificial Neural Network Strategies in Process Control.- Design of a Fuzzy Adaptive Autopilot.- Mobile Robot Control Using BP Based Adaptive Critics.- Computational Intelligence Controllers for Lego Robots — Comparison Study.- Document Clustering with Neural Networks.- Dual-Tone Multiple Frequency Detection Using Adaptive Filters and Neural Network Classifiers.- An Experiment with Feed-Forward Neural Network for Speech Recognition.- Increase the Pattern Capability in System for Flying Object Recognition.- Personal Verification with Hand Shapes Using a Modular — Type Neural Network with RBF Output Units.- A Soft Measurement Technique for SearchingSignificant Subsets of Prostate Cancer Prognostic Markers.- Application of an Adaptive Hybrid Neural Network to Medical Diagnosis.- Reliability of Artificial Neural Network Predictions — A Case Study in Drug Release Profile Predictions.- An Island-Based Evolutionary Algorithm for Maximizing Schedule Reliability.- Using of Genetic Algorithms (GA) in the Operating Control in Power System of Slovak Republic.- A Population Learning Algorithm for Solving the Generalized Segregated Storage Problem.- Using Support Vectors Machine for Classification of Remotely Sensed Images.- Posters.- Application of Neural Network for Stress Classification.- Solvability and Stability of Fuzzy Relation Equations.- Hybrid Evolutionary — Tabu Search Algorithm for Scheduling Multiple-Variant Tasks.- Self-Adaptation in Evolutionary Design of Neural Networks.- Genetic Algorithms Efficiency in Neural Network Learning.- Using Genetic Algorithm for Fuzzy Filter Optimisation.- An Approach to Mobile Robot Learning.- Reactive Agents Based Autonomous Transport System.- Mathematical Notes on Neural Networks.- Entropy of Fuzzy Dynamical Systems.- Neural Extension of Fuzzy Prolog.