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

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 -