Artificial Intelligence and Soft Computing – ICAISC 2008: 9th International Conference Zakopane, Poland, June 22-26, 2008 Proceedings

Front Matter....Pages -
Front Matter....Pages 1-1
Input Signals Normalization in Kohonen Neural Networks....Pages 3-10
Parallel Realisation of the Recurrent RTRN Neural Network Learning....Pages 11-16
Stable Learning Algorithm of Global Neural Network for Identification of Dynamic Complex Systems....Pages 17-27
The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process....Pages 28-39
WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural Networks....Pages 40-51
Municipal Creditworthiness Modelling by Kohonen’s Self-organizing Feature Maps and LVQ Neural Networks....Pages 52-61
Fast and Robust Way of Learning the Fourier Series Neural Networks on the Basis of Multidimensional Discrete Fourier Transform....Pages 62-70
Accuracy Improvement of Neural Network State Variable Estimator in Induction Motor Drive....Pages 71-77
Ensemble of Dipolar Neural Networks in Application to Survival Data....Pages 78-88
Binary Optimization: On the Probability of a Local Minimum Detection in Random Search....Pages 89-100
Nonlinear Function Learning Using Radial Basis Function Networks: Convergence and Rates....Pages 101-110
Efficient Predictive Control Integrated with Economic Optimisation Based on Neural Models....Pages 111-122
Model-Based Fault Detection and Isolation Using Locally Recurrent Neural Networks....Pages 123-134
Neural Network in Fast Adaptive Fourier Descriptor Based Leaves Classification....Pages 135-145
Improving the Efficiency of Counting Defects by Learning RBF Nets with MAD Loss....Pages 146-153
Robust MCD-Based Backpropagation Learning Algorithm....Pages 154-163
Some Issues on Intrusion Detection in Web Applications....Pages 164-174
Neural Network Device for Reliability and Functional Analysis of Discrete Transport System....Pages 175-185
Maximum of Marginal Likelihood Criterion instead of Cross-Validation for Designing of Artificial Neural Networks....Pages 186-194
Front Matter....Pages 195-195
Type-2 Fuzzy Decision Trees....Pages 197-206
Front Matter....Pages 195-195
An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems....Pages 207-216
Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm....Pages 217-228
A New Method for Decision Making in the Intuitionistic Fuzzy Setting....Pages 229-240
Linguistic Summarization of Time Series Using Fuzzy Logic with Linguistic Quantifiers: A Truth and Specificity Based Approach....Pages 241-252
TS Fuzzy Rule-Based Systems with Polynomial Membership Functions....Pages 253-264
From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier....Pages 265-272
Efficient Fuzzy Predictive Economic Set–Point Optimizer....Pages 273-284
Imprecision Measures for Type-2 Fuzzy Sets: Applications to Linguistic Summarization of Databases....Pages 285-294
Assessing the Non-technical Service Aspects by Using Fuzzy Methods....Pages 295-305
Adaptation of Rules in the Fuzzy Control System Using the Arithmetic of Ordered Fuzzy Numbers....Pages 306-316
Regression Modeling with Fuzzy Relations....Pages 317-323
A New Approach to Creating Multisegment Fuzzy Systems....Pages 324-332
On Defuzzification of Interval Type-2 Fuzzy Sets....Pages 333-340
Combining Basic Probability Assignments for Fuzzy Focal Elements....Pages 341-350
Using Intuitionistic Fuzzy Sets in Text Categorization....Pages 351-362
Front Matter....Pages 363-363
Improving Evolutionary Algorithms with Scouting: High–Dimensional Problems....Pages 365-375
Memetic Algorithm Based on a Constraint Satisfaction Technique for VRPTW....Pages 376-387
Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization....Pages 388-397
Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm....Pages 398-404
Evolutionary Methods to Create Interpretable Modular System....Pages 405-413
Front Matter....Pages 363-363
Fractal Dimension of Trajectory as Invariant of Genetic Algorithms....Pages 414-425
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution....Pages 426-437
Particle Swarm Optimization with Variable Population Size....Pages 438-449
Genetic Algorithm as a Tool for Stock Market Modelling....Pages 450-459
Robustness of Isotropic Stable Mutations in a General Search Space....Pages 460-468
Ant Colony Optimization: A Leading Algorithm in Future Optimization of Petroleum Engineering Processes....Pages 469-478
Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes....Pages 479-488
On Convergence of a Simple Genetic Algorithm....Pages 489-498
Tuning Quantum Multi-Swarm Optimization for Dynamic Tasks....Pages 499-510
Front Matter....Pages 511-511
Ensembling Classifiers Using Unsupervised Learning....Pages 513-521
A Framework for Adaptive and Integrated Classification....Pages 522-532
Solving Regression by Learning an Ensemble of Decision Rules....Pages 533-544
Meta-learning with Machine Generators and Complexity Controlled Exploration....Pages 545-555
Assessing the Quality of Rules with a New Monotonic Interestingness Measure Z ....Pages 556-565
A Comparison of Methods for Learning of Highly Non-separable Problems....Pages 566-577
Towards Heterogeneous Similarity Function Learning for the k -Nearest Neighbors Classification....Pages 578-587
Hough Transform in Music Tunes Recognition Systems....Pages 588-596
Maximal Margin Estimation with Perceptron-Like Algorithm....Pages 597-608
Classes of Kernels for Hit Definition in Compound Screening....Pages 609-619
The GA-Based Bayes-Optimal Feature Extraction Procedure Applied to the Supervised Pattern Recognition....Pages 620-631
Front Matter....Pages 511-511
Hierarchical SVM Classification for Localization in Multilevel Sensor Networks....Pages 632-642
Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees....Pages 643-651
Information Theory Inspired Weighted Immune Classification Algorithm....Pages 652-660
Bayes’ Rule, Principle of Indifference, and Safe Distribution....Pages 661-670
MAD Loss in Pattern Recognition and RBF Learning....Pages 671-680
Parallel Ant Miner 2....Pages 681-692
Object-Oriented Software Systems Restructuring through Clustering....Pages 693-704
Data Clustering with Semi-binary Nonnegative Matrix Factorization....Pages 705-716
An Efficient Association Rule Mining Algorithm for Classification....Pages 717-728
Comparison of Feature Reduction Methods in the Text Recognition Task....Pages 729-738
Front Matter....Pages 739-739
Robot Simulation of Sensory Integration Dysfunction in Autism with Dynamic Neural Fields Model....Pages 741-751
A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network....Pages 752-761
Segmentation of Ultrasound Imaging by Fuzzy Fusion: Application to Venous Thrombosis....Pages 762-770
Optical Flow Based Velocity Field Control....Pages 771-781
Detection of Phoneme Boundaries Using Spiking Neurons....Pages 782-793
Geometric Structure Filtering Using Coupled Diffusion Process and CNN-Based Approach....Pages 794-805
MARCoPlan: MultiAgent Remote Control for Robot Motion Planning....Pages 806-817
A Hybrid Method of User Identification with Use Independent Speech and Facial Asymmetry....Pages 818-827
Multilayer Perceptrons for Bio-inspired Friction Estimation....Pages 828-838
Color Image Watermarking and Self-recovery Based on Independent Component Analysis....Pages 839-849
Front Matter....Pages 739-739
A Fuzzy Rule-Based System with Ontology for Summarization of Multi-camera Event Sequences....Pages 850-860
A New Approach to Interactive Visual Search with RBF Networks Based on Preference Modelling....Pages 861-873
An Adaptive Fast Transform Based Image Compression....Pages 874-885
Emotion Recognition with Poincare Mapping of Voiced-Speech Segments of Utterances....Pages 886-895
Effectiveness of Simultaneous Behavior by Interactive Robot....Pages 896-906
Front Matter....Pages 907-907
Quality-Driven Continuous Adaptiation of ECG Interpretation in a Distributed Surveillance System....Pages 909-918
Detection of Eyes Position Based on Electrooculography Signal Analysis....Pages 919-928
An NLP-Based 3D Scene Generation System for Children with Autism or Mental Retardation....Pages 929-938
On Using Energy Signatures in Protein Structure Similarity Searching....Pages 939-950
SYMBIOS: A Semantic Pervasive Services Platform for Biomedical Information Integration....Pages 951-962
The PCR Primer Design as a Metaheuristic Search Process....Pages 963-973
On Differential Stroke Diagnosis by Neuro-fuzzy Structures....Pages 974-980
Novel Quantitative Method for Spleen’s Morphometry in Splenomegally....Pages 981-991
Front Matter....Pages 993-993
Parallel Single-Thread Strategies in Scheduling....Pages 995-1006
Artificial Immune System for Short-Term Electric Load Forecasting....Pages 1007-1017
Ant Focused Crawling Algorithm....Pages 1018-1028
Towards Refinement of Clinical Evidence Using General Logics....Pages 1029-1040
An Empirical Analysis of the Impact of Prioritised Sweeping on the DynaQ’s Performance....Pages 1041-1051
Heuristic Algorithms for Solving Uncertain Routing-Scheduling Problem....Pages 1052-1063
Life Story Generation Using Mobile Context and Petri Net....Pages 1064-1074
Front Matter....Pages 993-993
On the Minima of Bethe Free Energy in Gaussian Distributions....Pages 1075-1086
An Application of Causality for Representing and Providing Formal Explanations about the Behavior of the Threshold Accepting Algorithm....Pages 1087-1098
A Method for Evaluation of Compromise in Multiple Criteria Problems....Pages 1099-1108
Neural Networks as Prediction Models for Water Intake in Water Supply System....Pages 1109-1119
Financial Prediction with Neuro-fuzzy Systems....Pages 1120-1126
Selected Cognitive Categorization Systems....Pages 1127-1136
Predictive Control for Artificial Intelligence in Computer Games....Pages 1137-1148
Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods....Pages 1149-1159
Epoch-Incremental Queue-Dyna Algorithm....Pages 1160-1170
Front Matter....Pages 1171-1171
Utilizing Open Travel Alliance-Based Ontology of Golf in an Agent-Based Travel Support System....Pages 1173-1184
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling....Pages 1185-1197
Autonomous Parsing of Behavior in a Multi-agent Setting....Pages 1198-1209
On Resource Profiling and Matching in an Agent-Based Virtual Organization....Pages 1210-1221
Knowledge Technologies-Based Multi-Agent System for Semantic Web Services Environments....Pages 1222-1233
Distributed Graphs Transformed by Multiagent System....Pages 1234-1242
Multi-agent Logics with Interacting Agents Based on Linear Temporal Logic: Deciding Algorithms....Pages 1243-1253
On Multi Agent Coordination in the Presence of Incomplete Information....Pages 1254-1265
Back Matter....Pages -