Intelligent Information Processing and Web Mining

Cover -- Table of contents -- Part I. Regular Sessions: Knowledge Discovery and Exploration -- Feature Extraction by the SCoTLASS: An Illustrative Example -- Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach -- Family of Instance Reduction Algorithms Versus Other Approaches -- Minimum Spanning Trees Displaying Semantic Similarity -- Concept Description Vectors and the 20 Question Game -- Automatic Scripts Retrieval and Its Possibilities for Social Sciences Support Applications -- The Analysis of the Unlabeled Samples of the Iron Age Glass Data -- Discriminant versus Strong Rule Sets -- IDARM -- Mining of Indirect Association Rules -- Building a Concept Hierarchy from a Distance Matrix -- Literal Trees and Resolution Technique -- Rough Classification Used for Learning Scenario Determination in Intelligent Learning System -- Rough Ethograms: Study of Intelligent System Behavior -- Automatic Knowledge Retrieval from the Web -- Knowledge Visualization Using Optimized General Logic Diagrams -- Efficient Processing of Frequent Itemset Queries Using a Collection of Materialized Views -- Part II. Regular Sessions: Computational Linguistics -- GramCat and GramEsp: two grammars for chunking -- Dynamic Perfect Hashing with Finite-State Automata -- Dictionary-Based Part-of-Speech Tagging of Polish -- Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags -- A Neural Network Based Morphological Analyser of the Natural Language -- An Oracle Grammar-Rule Learning Based on Syntactic Knowledge -- Speech Interface for Internet Service "Yellow Pages" -- Automatic Information Classifier Using Rhetorical Structure Theory -- Rule-Based Medical Content Extraction and Classification -- A Rule-Based Tagger for Polish Based on Genetic Algorithm -- Part III. Regular Sessions: Search Engines -- On Some Clustering Algorithms for Document Maps Creation -- Filtering Web Documents for a Thematic Warehouse Case Study: eDot a Food Risk Data Warehouse (extended) -- Data Merging in Life Science Data Integration Systems -- Approximation Quality of the RBS Ranking Algorithm -- Part IV. Regular Sessions: Biologically Motivated Algorithms and Systems -- Effects of Versatile Crossover and Mutation Operators on Evolutionary Search in Partition and Permutation Problems -- Global Induction of Oblique Decision Trees: An Evolutionary Approach -- Nature-Inspired Algorithms for the TSP -- Graph-Based Analysis of Evolutionary Algorithm -- Part V. Regular Sessions: Statistical and Database Methods in AI -- Probability of Misclassification in Bayesian Hierarchical Classifier -- A study on Monte Carlo Gene Screening -- Spatial Telemetric Data Warehouse Balancing Algorithm in Oracle9i/Java Environment -- Comparison of Efficiency of Some Updating Schemes on Bayesian Networks -- Analysis of the Statistical Characteristics in Mining of Frequent Sequences -- PCA and ICA Methods for Prediction Results Enhancement -- Creating Reliable Database for Experiments on Extracting Emotions from Music.