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The Role of Fuzzy Systems in Computational Intelligence | ||
A Meditation on Computational Intelligence and Its Future | ||
Computational Intelligence and Modeling Neural Networks | ||
Preface | ||
Discovering Common Features in Software Code Using Self-Organizing Maps | 3 | |
Graded Signal Functions for ARTMAP Neural Networks | 9 | |
Incremental Approximation by Layer Neural Networks | 15 | |
Efficient Training of MLP with Training Step Rate Estimation | 21 | |
Self-Organizing Maps for Representing Structures | 27 | |
Invariant Representation of Images by Pulse Coupled Neural Network | 33 | |
Detection of Ischemic Episodes with a Combination of Unsupervised and Supervised Learning | 39 | |
Spatial Distribution of Patterns and the Hopfield Network Phase Space Geometry | 44 | |
Switched Capacitor-Based Integrate-And-Fire Neural Network | 50 | |
A Neural Network Algorithm for Digital Circuits Test Generation | 56 | |
The Parallel Bayesian Optimization Algorithm | 61 | |
Application of Heuristic Programming to Dynamic System Stabilization | 68 | |
First Order Dynamic Instance Selection | 74 | |
Toward an Enlargement of the Role of Natural Languages in Information Processing, Decision and Control | 81 | |
Notes on Fusion of Uncertain Information | 83 | |
Fix-Mundis for Fuzzy IF-THEN Rule Bases with T-Norm Based Compositional Rule of Inference Interpretation | 89 | |
Computational Problems of Constrained Fuzzy Arithmetic | 95 | |
Linear Regression with Fuzzy Variables | 99 | |
Fuzzy-Petri Net Reasoning System and Transfering of Knowledge to the Markov Chain | 104 | |
Fuzzy Conceptual Graphs: A Language for Computational Intelligence Approaching Human Expression and Reasoning | 114 | |
A New Heuristic Measure for Learning Rules from Fuzzy Data | 120 | |
On the Role of Transitivity in Fuzzy Relational Calculus | 127 | |
Project Network Planning on the Basis of Generalized Fuzzy Critical Path Method | 133 | |
Flexible Querying - Data Structures Unification | 140 | |
New Connectives for (Full) Fuzzy Resolution | 146 | |
Learn the Ranking of Precedence Cases | 152 | |
Sugeno-Type Fuzzy Predictor of the MPEG Video Stream | 162 | |
Biological Inspiration for Multiple Memories Implementation and Cooperation | 171 | |
Optimization as a Multistage Decision Making | 175 | |
Can Computers Be Conscious? Methodological Considerations from the Standpoint of the Humanities | 182 | |
GA-FIS for Dynamic Environment | 191 | |
Genetic Method for Optimization of Fuzzy Neural Networks Structure | 197 | |
A Reverse Neural Model of a General Planar Transmission Line | 203 | |
Fuzzy Sets and the Theory of Neuronal Group Selection for the Problem of Interpretation | 209 | |
Neuro-Fuzzy Architectures with Various Implication Operators | 214 | |
Fuzzy Cluster Identification Using Neural Networks | 220 | |
Soft Computing Applications Developed by ECANSE | 233 | |
Tetris Player: Strategy Driven Algorithm | 238 | |
Electrical Daily Load Forecasting Using Artificial Neural Network in the Power System of Slovak Republic | 243 | |
Practical Approach to Prediction of Plant Technological Parameters with Missing Data | 250 | |
Application of Artificial Neural Networks to Represent the Rainfall-Runoff Process for Flow Forecasting | 256 | |
Using Neural Network in Cryptography | 262 | |
Application of Artificial Neural Network Strategies in Process Control | 268 | |
Design of a Fuzzy Adaptive Autopilot | 276 | |
Mobile Robot Control Using BP Based Adaptive Critics | 282 | |
Computational Intelligence Controllers for Lego Robots - Comparison Study | 288 | |
Document Clustering with Neural Networks | 296 | |
Dual-Tone Multiple Frequency Detection Using Adaptive Filters and Neural Network Classifiers | 302 | |
An Experiment with Feed-Forward Neural Network for Speech Recognition | 308 | |
Increase the Pattern Capability in System for Flying Object Recognition | 314 | |
Personal Verification with Hand Shapes Using a Modular - Type Neural Network with RBF Output Units | 318 | |
A Soft Measurement Technique for Searching Significant Subsets of Prostate Cancer Prognostic Markers | 325 | |
Application of an Adaptive Hybrid Neural Network to Medical Diagnosis | 329 | |
Reliability of Artificial Neural Network Predictions - A Case Study in Drug Release Profile Predictions | 337 | |
An Island-Based Evolutionary Algorithm for Maximizing Schedule Reliability | 344 | |
Using of Genetic Algorithms (GA) in the Operating Control in Power System of Slovak Republic | 350 | |
A Population Learning Algorithm for Solving the Generalized Segregated Storage Problem | 355 | |
Using Support Vectors Machine for Classification of Remotely Sensed Images | 361 | |
Application of Neural Network for Stress Classification | 373 | |
Solvability and Stability of Fuzzy Relation Equations | 376 | |
Hybrid Evolutionary - Tabu Search Algorithm for Scheduling Multiple-Variant Tasks | 380 | |
Self-Adaptation in Evolutionary Design of Neural Networks | 382 | |
Genetic Algorithms Efficiency in Neural Network Learning | 384 | |
Using Genetic Algorithm for Fuzzy Filter Optimisation | 386 | |
An Approach to Mobile Robot Learning | 388 | |
Reactive Agents Based Autonomous Transport System | 390 | |
Mathematical Notes on Neural Networks | 392 | |
Entropy of Fuzzy Dynamical Systems | 394 | |
Neural Extension of Fuzzy Prolog | 397 |
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