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

ISBN-13: 9783642132070 / Angielski / Miękka / 2010 / 704 str.

Leszek Rutkowski; Rafal Scherer; Ryszard Tadeusiewicz

Opis

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)."

Spis treści

Fuzzy Systems and Their Applications.- On the Distributivity of Fuzzy Implications over Continuous Archimedean Triangular Norms.- Fuzzy Decision Support System for Post-Mining Regions Restoration Designing.- Fuzzy Digital Filters with Triangular Norms.- A Novel Fuzzy Color Median Filter Based on an Adaptive Cascade of Fuzzy Inference Systems.- Automatic Modeling of Fuzzy Systems Using Particle Swarm Optimization.- On Automatic Design of Neuro-fuzzy Systems.- An Efficient Adaptive Fuzzy Neural Network (EAFNN) Approach for Short Term Load Forecasting.- Fault Diagnosis of an Air-Handling Unit System Using a Dynamic Fuzzy-Neural Approach.- An Interpretation of Intuitionistic Fuzzy Sets in the Framework of the Dempster-Shafer Theory.- Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms.- Fuzzy Spatial Analysis Techniques for Mathematical Expression Recognition.- A Modified Pittsburg Approach to Design a Genetic Fuzzy Rule-Based Classifier from Data.- Automatic and Incremental Generation of Membership Functions.- A Multi-criteria Evaluation of Linguistic Summaries of Time Series via a Measure of Informativeness.- Negative Correlation Learning of Neuro-fuzzy System Ensembles.- A New Fuzzy Approach to Ordinary Differential Equations.- K2F – A Novel Framework for Converting Fuzzy Cognitive Maps into Rule-Based Fuzzy Inference Systems.- On Prediction Generation in Efficient MPC Algorithms Based on Fuzzy Hammerstein Models.- Fuzzy Number as Input for Approximate Reasoning and Applied to Optimal Control Problem.- Fuzzy Functional Dependencies in Multiargument Relationships.- Methods of Evaluating Degrees of Truth for Linguistic Summaries of Data: A Comparative Analysis.- On Non-singleton Fuzzification with DCOG Defuzzification.- Does an Optimal Form of an Expert Fuzzy Model Exist?.- Fuzzy Logic in the Navigational Decision Support Process Onboard a Sea-Going Vessel.- A Hybrid Approach for Fault Tree Analysis Combining Probabilistic Method with Fuzzy Numbers.- Imputing Missing Values in Nuclear Safeguards Evaluation by a 2-Tuple Computational Model.- Neuro-fuzzy Systems with Relation Matrix.- Fuzzy Multiple Support Associative Classification Approach for Prediction.- Learning Methods for Type-2 FLS Based on FCM.- On an Enhanced Method for a More Meaningful Ranking of Intuitionistic Fuzzy Alternatives.- I-Fuzzy Partitions for Representing Clustering Uncertainties.- A Quantitative Approach to Topology for Fuzzy Regions.- Fuzzy Q(?)-Learning Algorithm.- Data Mining, Classification and Forecasting.- Mining Closed Gradual Patterns.- New Method for Generation Type-2 Fuzzy Partition for FDT.- Performance of Ontology-Based Semantic Similarities in Clustering.- Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving.- Generic Model for Experimenting and Using a Family of Classifiers Systems: Description and Basic Applications.- Neural Pattern Recognition with Self-organizing Maps for Efficient Processing of Forex Market Data Streams.- Measures for Comparing Association Rule Sets.- Distributed Data Mining Methodology for Clustering and Classification Model.- Task Management in Advanced Computational Intelligence System.- Combining the Results in Pairwise Classification Using Dempster-Shafer Theory: A Comparison of Two Approaches.- Pruning Classification Rules with Reference Vector Selection Methods.- Sensitivity and Specificity for Mining Data with Increased Incompleteness.- A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data.- User Behavior Prediction in Energy Consumption in Housing Using Bayesian Networks.- Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache.- Infosel++: Information Based Feature Selection C++ Library.- Stacking Class Probabilities Obtained from View-Based Cluster Ensembles.- Market Trajectory Recognition and Trajectory Prediction Using Markov Models.- Do We Need Whatever More Than k-NN?.- Pattern Recognition with Linearly Structured Labels Using Recursive Kernel Estimator.- Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction.- Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree.- Triangular Visualization.- Recognition of Finite Structures with Application to Moving Objects Identification.- Clustering of Data and Nearest Neighbors Search for Pattern Recognition with Dimensionality Reduction Using Random Projections.- Noise Detection for Ensemble Methods.- Divergence Based Online Learning in Vector Quantization.- Using Feature Selection Approaches to Find the Dependent Features.- Performance Assessment of Data Mining Methods for Loan Granting Decisions: A Preliminary Study.- Image and Speech Analysis.- A Three-Dimentional Neural Network Based Approach to the Image Reconstruction from Projections Problem.- Spatial Emerging Patterns for Scene Classification.- Automatic Methods for Determining the Characteristic Points in Face Image.- Effectiveness Comparison of Three Types of Signatures on the Example of the Initial Selection of Aerial Images.- Combined Full-Reference Image Quality Metric Linearly Correlated with Subjective Assessment.- Evaluation of Pose Hypotheses by Image Feature Extraction for Vehicle Localization.- Beyond Keypoints: Novel Techniques for Content-Based Image Matching and Retrieval.- Sequential Coordinate-Wise DNMF for Face Recognition.- A New Image Mixed Noise Removal Algorithm Based on Measuring of Medium Truth Scale.- Bioinformatics and Medical Applications.- Clinical Examples as Non-uniform Learning and Testing Sets.- Identifying the Borders of the Upper and Lower Metacarpophalangeal Joint Surfaces on Hand Radiographs.- Decision Tree Approach to Rules Extraction for Human Gait Analysis.- Data Mining Approaches for Intelligent E-Social Care Decision Support System.- Erythemato-Squamous Diseases Diagnosis by Support Vector Machines and RBF NN.- Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.- Automated Detection of Dementia Symptoms in MR Brain Images.- Classification of Stabilometric Time-Series Using an Adaptive Fuzzy Inference Neural Network System.- An Approach to Brain Thinker Type Recognition Based on Facial Asymmetry.- Application of C&RT, CHAID, C4.5 and WizWhy Algorithms for Stroke Type Diagnosis.- Discovering Potential Precursors of Mammography Abnormalities Based on Textual Features, Frequencies, and Sequences.- An Expert System for Human Personality Characteristics Recognition.