Artificial Intelligence and Soft Computing : 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I

This volume constitutes the proceedings of the 10th International Conference on Artificial Intelligence and Soft Computing, ICAISC’2010, held in Zakopane, Poland in June 13-17, 2010. The articles are organized in topical sections on Fuzzy Systems and Their Applications; Data Mining, Classification and Forecasting; Image and Speech Analysis; Bioinformatics and Medical Applications (Volume 6113) together with Neural Networks and Their Applications; Evolutionary Algorithms and Their Applications; Agent System, Robotics and Control; Various Problems aof Artificial Intelligence (Volume 6114). Front Matter....Pages - Front Matter....Pages 1-1 On the Distributivity of Fuzzy Implications over Continuous Archimedean Triangular Norms....Pages 3-10 Fuzzy Decision Support System for Post-Mining Regions Restoration Designing....Pages 11-18 Fuzzy Digital Filters with Triangular Norms....Pages 19-26 A Novel Fuzzy Color Median Filter Based on an Adaptive Cascade of Fuzzy Inference Systems....Pages 27-34 Automatic Modeling of Fuzzy Systems Using Particle Swarm Optimization....Pages 35-42 On Automatic Design of Neuro-fuzzy Systems....Pages 43-48 An Efficient Adaptive Fuzzy Neural Network (EAFNN) Approach for Short Term Load Forecasting....Pages 49-57 Fault Diagnosis of an Air-Handling Unit System Using a Dynamic Fuzzy-Neural Approach....Pages 58-65 An Interpretation of Intuitionistic Fuzzy Sets in the Framework of the Dempster-Shafer Theory....Pages 66-73 Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms....Pages 74-79 Fuzzy Spatial Analysis Techniques for Mathematical Expression Recognition....Pages 80-87 A Modified Pittsburg Approach to Design a Genetic Fuzzy Rule-Based Classifier from Data....Pages 88-96 Automatic and Incremental Generation of Membership Functions....Pages 97-104 A Multi-criteria Evaluation of Linguistic Summaries of Time Series via a Measure of Informativeness....Pages 105-113 Negative Correlation Learning of Neuro-fuzzy System Ensembles....Pages 114-119 A New Fuzzy Approach to Ordinary Differential Equations....Pages 120-127 K2F – A Novel Framework for Converting Fuzzy Cognitive Maps into Rule-Based Fuzzy Inference Systems....Pages 128-135 On Prediction Generation in Efficient MPC Algorithms Based on Fuzzy Hammerstein Models....Pages 136-143 Fuzzy Number as Input for Approximate Reasoning and Applied to Optimal Control Problem....Pages 144-151 Fuzzy Functional Dependencies in Multiargument Relationships....Pages 152-159 Front Matter....Pages 1-1 Methods of Evaluating Degrees of Truth for Linguistic Summaries of Data: A Comparative Analysis....Pages 160-167 On Non-singleton Fuzzification with DCOG Defuzzification....Pages 168-174 Does an Optimal Form of an Expert Fuzzy Model Exist?....Pages 175-184 Fuzzy Logic in the Navigational Decision Support Process Onboard a Sea-Going Vessel....Pages 185-193 A Hybrid Approach for Fault Tree Analysis Combining Probabilistic Method with Fuzzy Numbers....Pages 194-201 Imputing Missing Values in Nuclear Safeguards Evaluation by a 2-Tuple Computational Model....Pages 202-209 Neuro-fuzzy Systems with Relation Matrix....Pages 210-215 Fuzzy Multiple Support Associative Classification Approach for Prediction....Pages 216-223 Learning Methods for Type-2 FLS Based on FCM....Pages 224-231 On an Enhanced Method for a More Meaningful Ranking of Intuitionistic Fuzzy Alternatives....Pages 232-239 I-Fuzzy Partitions for Representing Clustering Uncertainties....Pages 240-247 A Quantitative Approach to Topology for Fuzzy Regions....Pages 248-255 Fuzzy Q( λ )-Learning Algorithm....Pages 256-263 Front Matter....Pages 265-265 Mining Closed Gradual Patterns....Pages 267-274 New Method for Generation Type-2 Fuzzy Partition for FDT....Pages 275-280 Performance of Ontology-Based Semantic Similarities in Clustering....Pages 281-288 Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving....Pages 289-298 Generic Model for Experimenting and Using a Family of Classifiers Systems: Description and Basic Applications....Pages 299-306 Neural Pattern Recognition with Self-organizing Maps for Efficient Processing of Forex Market Data Streams....Pages 307-314 Measures for Comparing Association Rule Sets....Pages 315-322 Front Matter....Pages 265-265 Distributed Data Mining Methodology for Clustering and Classification Model....Pages 323-330 Task Management in Advanced Computational Intelligence System....Pages 331-338 Combining the Results in Pairwise Classification Using Dempster-Shafer Theory: A Comparison of Two Approaches....Pages 339-346 Pruning Classification Rules with Reference Vector Selection Methods....Pages 347-354 Sensitivity and Specificity for Mining Data with Increased Incompleteness....Pages 355-362 A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data....Pages 363-371 User Behavior Prediction in Energy Consumption in Housing Using Bayesian Networks....Pages 372-379 Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache....Pages 380-387 Infosel++: Inf ormation Based Feature Sel ection C ++ Library....Pages 388-396 Stacking Class Probabilities Obtained from View-Based Cluster Ensembles....Pages 397-404 Market Trajectory Recognition and Trajectory Prediction Using Markov Models....Pages 405-413 Do We Need Whatever More Than k-NN?....Pages 414-421 Pattern Recognition with Linearly Structured Labels Using Recursive Kernel Estimator....Pages 422-429 Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction....Pages 430-436 Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree....Pages 437-444 Triangular Visualization....Pages 445-452 Recognition of Finite Structures with Application to Moving Objects Identification....Pages 453-461 Clustering of Data and Nearest Neighbors Search for Pattern Recognition with Dimensionality Reduction Using Random Projections....Pages 462-470 Noise Detection for Ensemble Methods....Pages 471-478 Divergence Based Online Learning in Vector Quantization....Pages 479-486 Front Matter....Pages 265-265 Using Feature Selection Approaches to Find the Dependent Features....Pages 487-494 Performance Assessment of Data Mining Methods for Loan Granting Decisions: A Preliminary Study....Pages 495-502 Front Matter....Pages 503-503 A Three-Dimentional Neural Network Based Approach to the Image Reconstruction from Projections Problem....Pages 505-514 Spatial Emerging Patterns for Scene Classification....Pages 515-522 Automatic Methods for Determining the Characteristic Points in Face Image....Pages 523-530 Effectiveness Comparison of Three Types of Signatures on the Example of the Initial Selection of Aerial Images....Pages 531-538 Combined Full-Reference Image Quality Metric Linearly Correlated with Subjective Assessment....Pages 539-546 Evaluation of Pose Hypotheses by Image Feature Extraction for Vehicle Localization....Pages 547-554 Beyond Keypoints: Novel Techniques for Content-Based Image Matching and Retrieval....Pages 555-562 Sequential Coordinate-Wise DNMF for Face Recognition....Pages 563-570 A New Image Mixed Noise Removal Algorithm Based on Measuring of Medium Truth Scale....Pages 571-578 Front Matter....Pages 579-579 Clinical Examples as Non-uniform Learning and Testing Sets....Pages 581-588 Identifying the Borders of the Upper and Lower Metacarpophalangeal Joint Surfaces on Hand Radiographs....Pages 589-596 Decision Tree Approach to Rules Extraction for Human Gait Analysis....Pages 597-604 Data Mining Approaches for Intelligent E-Social Care Decision Support System....Pages 605-612 Erythemato-Squamous Diseases Diagnosis by Support Vector Machines and RBF NN....Pages 613-620 Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty....Pages 621-626 Automated Detection of Dementia Symptoms in MR Brain Images....Pages 627-634 Classification of Stabilometric Time-Series Using an Adaptive Fuzzy Inference Neural Network System....Pages 635-642 An Approach to Brain Thinker Type Recognition Based on Facial Asymmetry....Pages 643-650 Front Matter....Pages 579-579 Application of C&RT, CHAID, C4.5 and WizWhy Algorithms for Stroke Type Diagnosis....Pages 651-656 Discovering Potential Precursors of Mammography Abnormalities Based on Textual Features, Frequencies, and Sequences....Pages 657-664 An Expert System for Human Personality Characteristics Recognition....Pages 665-672 Back Matter....Pages -