Danilo Ardagna, Chiara Francalanci, Vincenzo Piuri, Fabio Scotti (auth.), Leszek Rutkowski, Jörg H. Siekmann, Ryszard Tadeusiewicz, Lotfi A. Zadeh (eds.)3540221239, 9783540221234, 9783540248446
The 172 revised contributed papers presented together with 17 invited papers were carefully reviewed and selected from 250 submissions. The papers are organized in topical sections on neural networks, fuzzy systems, evolutionary algorithms, rough sets, soft computing in classification, image processing, robotics, multiagent systems, problems in AI, intelligent control, modeling and system identification, medical applications, mechanical applications, and applications in various fields.
Table of contents :
Front Matter….Pages –
Evolutionary Design of Information Systems Architectures….Pages 1-8
Clifford Support Vector Machines for Classification….Pages 9-16
Uncertain Variables and Systems – New Problems and Results….Pages 17-29
Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications….Pages 30-37
Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods….Pages 38-43
Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks….Pages 44-49
Rough Set Approach to Incomplete Data….Pages 50-55
Neural Networks of Positive Systems….Pages 56-63
Support of Natural, by Artificial, Intelligence Using Utility as Behavioral Goal….Pages 64-72
Top-Down Selective Attention for Robust Perception of Noisy and Confusing Patterns….Pages 73-78
On ANN Based Solutions for Real-World Industrial Requirements….Pages 79-90
ActiveMath : An Intelligent Tutoring System for Mathematics….Pages 91-101
Inference Rules and Decision Rules….Pages 102-108
Survival of Intelligent Agents in Changing Environments….Pages 109-117
Inducing Robust Decision Rules from Rough Approximations of a Preference Relation….Pages 118-132
The New Concept in Computer Vision: Automatic Understanding of the Images….Pages 133-144
Dynamic High Order Neural Networks: Application for Fault Diagnosis….Pages 145-150
Momentum Modification of the RLS Algorithms….Pages 151-157
Parallel Realisation of QR Algorithm for Neural Networks Learning….Pages 158-165
Rainfall-Runoff Modelling Using Three Neural Network Methods….Pages 166-171
Probability Distribution of Solution Time in ANN Training Using Population Learning Algorithm….Pages 172-177
Parallelization of the SOM-Based Integrated Mapping….Pages 178-183
Training Radial Basis Functions by Gradient Descent….Pages 184-189
Generalized Backpropagation through Time for Continuous Time Neural Networks and Discrete Time Measurements….Pages 190-196
Experiments on Ensembles of Radial Basis Functions….Pages 197-202
Orthodoxy Basis Functions and Convergence Property in Procedure Neural Networks….Pages 203-209
Confidence Estimation of GMDH Neural Networks….Pages 210-216
On Some Factors Influencing MLP Error Surface….Pages 217-222
Discovery of Linguistic Rules by Means of RBF Network for Fault Detection in Electronic Circuits….Pages 223-228
Combining Space-Filling Curves and Radial Basis Function Networks….Pages 229-234
Chaotic Itinerancy for Patterns Separation….Pages 235-240
Dynamic Search Trajectory Methods for Neural Network Training….Pages 241-246
Visualizing and Analyzing Multidimensional Output from MLP Networks via Barycentric Projections….Pages 247-252
Optimization of Centers’ Positions for RBF Nets with Generalized Kernels….Pages 253-259
Fixed Non–linear Combining Rules versus Adaptive Ones….Pages 260-265
Learning and System Modeling via Hamiltonian Neural Networks….Pages 266-271
Recurrent Network Structure for Computing Quasi-inverses of the Sierpiński Space-Filling Curves….Pages 272-277
Comparison of Reasoning Methods for Fuzzy Control….Pages 278-283
Fuzzy Modelling with a Compromise Fuzzy Reasoning….Pages 284-289
A Self Tuning Fuzzy Inference System for Noise Reduction….Pages 290-295
Fuzzy-Neural Networks in the Diagnosis of Motor-Car’s Current Supply Circuit….Pages 296-301
Fuzzy Number-Based Hierarchical Fuzzy System….Pages 302-307
Stock Trend Prediction Using Neurofuzzy Predictors Based on Brain Emotional Learning Algorithm….Pages 308-313
Digital Implementation of Fuzzy Petri Net Based on Asynchronous Fuzzy RS Flip-Flop….Pages 314-319
Fuzzy Calculator – Useful Tool for Programming with Fuzzy Algebra….Pages 320-325
On Defuzzyfication of Ordered Fuzzy Numbers….Pages 326-331
Information Criterions Applied to Neuro-Fuzzy Architectures Design….Pages 332-337
On Hesitation Degrees in IF-Set Theory….Pages 338-343
Fuzzy Cognitive Maps Learning through Swarm Intelligence….Pages 344-349
Application of the General Gaussian Membership Function for the Fuzzy Model Parameters Tunning….Pages 350-355
Are Linguistic Evaluations Used by People of Possibilistic or Probabilistic Nature?….Pages 356-363
Fuzzy Linear Programming in Ship Trajectory Optimization in a Restricted Area….Pages 364-369
Application of Fuzzy Weighted Feature Diagrams to Model Variability in Software Families….Pages 370-375
Neuro-Fuzzy Relational Classifiers….Pages 376-380
What Differs Interval Type-2 FLS from Type-1 FLS?….Pages 381-387
A Similarity Measure for Intuitionistic Fuzzy Sets and Its Application in Supporting Medical Diagnostic Reasoning….Pages 388-393
Multi-criterion Evolutionary Algorithm with Model of the Immune System to Handle Constraints for Task Assignments….Pages 394-399
Parallel Genetic Algorithm for Minimizing Total Weighted Completion Time….Pages 400-405
Adaptive Evolutionary Computation – Application for Mixed Linear Programming….Pages 406-413
Adaptive Evolutionary Computation of the Parametric Optimization Problem….Pages 414-419
Concentration of Population in Phenotypic Evolution….Pages 420-425
An Evolutionary Clustering Algorithm….Pages 426-431
An Evolutionary Algorithm for Oblique Decision Tree Induction….Pages 432-437
Propagation of Building Blocks in SGA and MPGA….Pages 438-443
Selection Pressure and an Efficiency of Neural Network Architecture Evolving….Pages 444-449
Rule Extraction from Neural Network by Genetic Algorithm with Pareto Optimization….Pages 450-455
Graph Transformations in Evolutionary Design….Pages 456-461
A Genetic Algorithm for Probabilistic SAT Problem….Pages 462-467
Design and Optimization of Combinational Digital Circuits Using Modified Evolutionary Algorithm….Pages 468-473
Modified Version of Roulette Selection for Evolution Algorithms – The Fan Selection….Pages 474-479
New Genetic Crossover Operator for the TSP….Pages 480-485
Hybridization of Blind Source Separation and Rough Sets for Proteomic Biomarker Indentification….Pages 486-491
Inducing Jury’s Preferences in Terms of Acoustic Features of Violin Sounds….Pages 492-497
Fuzzy Implication Operators in Variable Precision Fuzzy Rough Sets Model….Pages 498-503
Fuzzyfication of Indiscernibility Relation for Structurizing Lists of Synonyms and Stop-Lists for Search Engines….Pages 504-509
Rough Sets in the Neuro-Fuzzy Architectures Based on Monotonic Fuzzy Implications….Pages 510-517
Rough Sets in the Neuro-Fuzzy Architectures Based on Non-monotonic Fuzzy Implications….Pages 518-525
On L–Fuzzy Rough Sets….Pages 526-531
Application of Rough Sets Techniques to Induction Machine Broken Bar Detection….Pages 532-537
Application of Rough Sets and Neural Networks to Forecasting University Facility and Administrative Cost Recovery….Pages 538-543
Selection of the Linearly Separable Feature Subsets….Pages 544-549
Short-Time Signal Analysis Using Pattern Recognition Methods….Pages 550-555
Application of Genetic Algorithms and Kohonen Networks to Cluster Analysis….Pages 556-561
Modified Kohonen Networks for Complex Cluster-Analysis Problems….Pages 562-567
Reducing the Computational Demands for Nearest Centroid Neighborhood Classifiers….Pages 568-573
SSV Criterion Based Discretization for Naive Bayes Classifiers….Pages 574-579
Comparison of Instance Selection Algorithms II. Results and Comments….Pages 580-585
SBL-PM-M: A System for Partial Memory Learning….Pages 586-591
Relevance LVQ versus SVM….Pages 592-597
Comparison of Instances Seletion Algorithms I. Algorithms Survey….Pages 598-603
Towards Grammatical Inferencing of GDPLL( k ) Grammars for Applications in Syntactic Pattern Recognition-Based Expert Systems….Pages 604-609
Intelligent Layer of Two-Way Voice Communication of the Technological Device with the Operator….Pages 610-615
A Neural Network Based Method for Classification of Meteorological Data….Pages 616-621
An Empirical Test Suite for Message Authentication Evaluation in Communications Based on Support Vector Machines….Pages 622-627
Efficient Digital Fingerprint Production and Evaluation for Secure Communication Systems Based on Genetic Algorithms….Pages 628-633
On Chinese Web Page Classification….Pages 634-639
A New Fuzzy Clustering Method with Constraints in Time Domain….Pages 640-645
Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map….Pages 646-651
An Unsupervised Cluster Analysis and Information about the Modelling System….Pages 652-657
Cursive-Character Script Recognition Using Toeplitz Model and Neural Networks….Pages 658-663
Learning with an Embedded Reject Option….Pages 664-669
Impulsive Noise Suppression from Highly Corrupted Images by Using Resilient Neural Networks….Pages 670-675
A New Methodology for Synthetic Aperture Radar (SAR) Raw Data Compression Based on Wavelet Transform and Neural Networks….Pages 676-681
Fuzzy Processing Technique for Content-Based Image Retrieval….Pages 682-687
Human Ear Identification Based on Image Analysis….Pages 688-693
Automatic Change Detection Based on Codelength Differences in Multi-temporal and Multi-spectral Images….Pages 694-699
Estimating Face Direction via Facial Triangle….Pages 700-705
An Image Compression Algorithm Based on Neural Networks….Pages 706-711
Fuzzy Nonparametric Measures for Image Matching….Pages 712-717
Neural Computation of the Fundamental Matrix….Pages 718-723
Face Detection Using CMAC Neural Network….Pages 724-729
A Biologically Inspired Active Stereo Vision System Using a Bottom-Up Saliency Map Model….Pages 730-735
Problems Connected with Application of Neural Networks in Automatic Face Recognition….Pages 736-741
Czestochowa-Faces and Biometrics of Asymmetrical Face….Pages 742-747
Wafer Die Position Detection Using Hierarchical Gray Level Corner Detector….Pages 748-753
On Fuzzy Labelled Image Segmentation Based on Perceptual Features….Pages 754-759
Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition….Pages 760-767
Translation STRIPS Planning in Multi-robot Environment to Linear Programming….Pages 768-773
Fuzzy Combiner of Behaviors for Reactive Control of Wheeled Mobile Robot….Pages 774-779
Artificial Intelligence of the Decision Unit of a Mobile Robot….Pages 780-785
Finding Location Using a Particle Filter and Histogram Matching….Pages 786-791
Calculation of Model of the Robot by Neural Network with Robot Joint Distinction….Pages 792-797
Multi-robot Coordination Based on Cooperative Game….Pages 798-803
Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances….Pages 804-809
Performance Evaluation of Multiagent Personalized Information System….Pages 810-815
A Neural-Based Agent for IP Traffic Scanning and Worm Detection….Pages 816-822
Evolutionary Neural Networks in Collective Intelligent Predicting System….Pages 823-828
Development of a Personalized Digital Library System Based on the New Mobile Multi Agent Platform….Pages 829-834
FOOD: An Agent-Oriented Dataflow Model….Pages 835-840
Flock-Based Architecture for Distributed Evolutionary Algorithms….Pages 841-846
Quickprop Neural Network Short-Term Forecasting Framework for a Database Intrusion Prediction System….Pages 847-852
The New Concepts in Parallel Simulated Annealing Method….Pages 853-859
Simulated Annealing with Restart to Job Shop Scheduling Problem Using Upper Bounds….Pages 860-865
Requirements and Solutions for Web-Based Expert System….Pages 866-871
Information Structuring in Natural Language Communication: Syntax versus Semantic….Pages 872-878
Strategic Planning through Model Checking of ATL Formulae….Pages 879-884
On a Special Class of Dempster-Shafer Theories….Pages 885-890
A Computer Based System Supporting Analysis of Cooperative Strategies….Pages 891-896
Application of Soft Computing Techniques to Rescue Operation Planning….Pages 897-902
Reduction of Tabular Systems….Pages 903-908
Temporal Difference Approach to Playing Give-Away Checkers….Pages 909-914
Artificial Neural Networks for Solving Double Dummy Bridge Problems….Pages 915-921
On Application of Ant Algorithms to Non-bifurcated Multicommodity Flow Problem….Pages 922-927
A Parallel Clustering Algorithm for Categorical Data Set….Pages 928-933
Intensive versus Non-intensive Actor-Critic Reinforcement Learning Algorithms….Pages 934-941
Virtual Modeling and Optimal Design of Intelligent Micro-accelerometers….Pages 942-947
Local Pattern-Based Interval Models….Pages 948-953
Implementation of Two-Stage Hopfield Model and Its Application in Nonlinear Systems….Pages 954-959
Genetic Algorithm Based Fuzzy Sliding Mode with Application to Building Structures….Pages 960-965
Influence of the Training Set Selection on the Performance of the Neural Network State Variables Estimators in the Induction Motor….Pages 966-971
LMI-Based Design of Optimal Controllers for Takagi-Sugeno Fuzzy Systems….Pages 972-977
Design of Multi-objective Evolutionary Technique Based Intelligent Controller for Multivariable Nonlinear Systems….Pages 978-983
Design of a Robust Sliding Mode Fuzzy Controller for Nonlinear HVAC Systems….Pages 984-989
Global Identification of Complex Systems with Cascade Structure….Pages 990-995
Diagnosis of Melanoma Using IRIM, a Data Mining System….Pages 996-1001
Detection of Spiculated Masses in Mammograms Based on Fuzzy Image Processing….Pages 1002-1007
Artificial Neural Networks in Identifying Areas with Homogeneous Survival Time….Pages 1008-1013
Multistage Diagnosis of Myocardial Infraction Using a Fuzzy Relation….Pages 1014-1019
Application of SVM to Ovarian Cancer Classification Problem….Pages 1020-1025
ROC Analysis for Fetal Hypoxia Problem by Artificial Neural Networks….Pages 1026-1030
The Challenge of Soft Computing Techniques for Tumor Characterization….Pages 1031-1036
A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer….Pages 1037-1042
Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory….Pages 1043-1049
The Study of Hierarchy Importance of Descriptive Attributes in Computer Assisted Classification of Melanocytic Skin Lesions….Pages 1050-1055
Medical Knowledge Representation in Terms of IF-THEN Rules and the Dempster-Shafer Theory….Pages 1056-1061
Online Neural Network Training for Automatic Ischemia Episode Detection….Pages 1062-1068
Sequential and Distributed Evolutionary Computations in Structural Optimization….Pages 1069-1074
Neural Analysis of Concrete Fatigue Durability by the Neuro-Fuzzy FWNN….Pages 1075-1080
Neural and Finite Element Analysis of a Plane Steel Frame Reliability by the Classical Monte Carlo Method….Pages 1081-1086
The Solution of an Inverse Problem in Plates by Means of Artificial Neural Networks….Pages 1087-1092
Filtering of Thermomagnetic Data Curve Using Artificial Neural Network and Wavelet Analysis….Pages 1093-1098
Evolutionary Negotiation Strategies in Emerging Electricity Markets….Pages 1099-1104
Evolutionary Algorithm for Scheduling of CHP Plant with Urban Heat Distribution Network….Pages 1105-1110
Semi-mechanistic Models for State-Estimation – Soft Sensor for Polymer Melt Index Prediction….Pages 1111-1117
Neural Approach to Time-Frequency Signal Decomposition….Pages 1118-1123
ANN Based Modelling and Correction in Dynamic Temperature Measurements….Pages 1124-1129
One Day Prediction of NIKKEI Index Considering Information from Other Stock Markets….Pages 1130-1135
Application of Neural Network Topologies in the Intelligent Heat Use Prediction System….Pages 1136-1141
Genetic Algorithm for Database Indexing….Pages 1142-1147
Application of Neural Networks and Two Representations of Color Components for Recognition of Wheat Grains Infected by Fusarium Culmorum Fungi….Pages 1148-1153
Hybrid Neural Model of the Sea Bottom Surface….Pages 1154-1160
Fuzzy Economic Analysis of Simulated Discrete Transport System….Pages 1161-1167
A Survey on US Economic Sanction Effects on Iranian High Tech Industries: Fuzzy Logic Approach….Pages 1168-1174
Modeling of Optoelectronic Devices through Neuro-Fuzzy Architectures….Pages 1175-1180
Neural Network Based Simulation of the Sieve Plate Absorption Column in Nitric Acid Industry….Pages 1181-1186
Artificial Neural Networks for Comparative Navigation….Pages 1187-1192
Predicting Women’s Apparel Sales by Soft Computing….Pages 1193-1198
Model Improvement by the Statistical Decomposition….Pages 1199-1204
Back Matter….Pages –
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