Ebook: Intelligent Information Processing and Web Mining: Proceedings of the International IIS: IIPWM’ 05 Conference held in Gdansk, Poland, June 13–16, 2005

This edited book contains articles accepted for presentation during the conference "Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web Mining" held in Gdansk, Poland, on June 13-16, 2005. Special attention is devoted to the newest developments in the areas of Artificial Immune Systems, Search engines, Computational Linguistics and Knowledge Discovery. The focus of this book is also on new computing paradigms including biologically motivated methods, quantum computing, DNA computing, advanced data analysis, new machine learning paradigms, reasoning technologies, natural language processing and new optimization techniques.

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This edited book contains articles accepted for presentation during the conference "Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web Mining" held in Gdansk, Poland, on June 13-16, 2005. Special attention is devoted to the newest developments in the areas of Artificial Immune Systems, Search engines, Computational Linguistics and Knowledge Discovery. The focus of this book is also on new computing paradigms including biologically motivated methods, quantum computing, DNA computing, advanced data analysis, new machine learning paradigms, reasoning technologies, natural language processing and new optimization techniques.

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This edited book contains articles accepted for presentation during the conference "Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web Mining" held in Gdansk, Poland, on June 13-16, 2005. Special attention is devoted to the newest developments in the areas of Artificial Immune Systems, Search engines, Computational Linguistics and Knowledge Discovery. The focus of this book is also on new computing paradigms including biologically motivated methods, quantum computing, DNA computing, advanced data analysis, new machine learning paradigms, reasoning technologies, natural language processing and new optimization techniques.

Content:
Front Matter....Pages I-XV
Front Matter....Pages 1-1
Feature Extraction by the SCoTLASS: An Illustrative Example....Pages 3-11
Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach....Pages 13-22
Family of Instance Reduction Algorithms Versus Other Approaches....Pages 23-30
Minimum Spanning Trees Displaying Semantic Similarity....Pages 31-40
Concept Description Vectors and the 20 Question Game....Pages 41-50
Automatic Scripts Retrieval and Its Possibilities for Social Sciences Support Applications....Pages 51-58
The Analysis of the Unlabeled Samples of the Iron Age Glass Data....Pages 59-66
Discriminant versus Strong Rule Sets....Pages 67-76
IDARM — Mining of Indirect Association Rules....Pages 77-86
Building a Concept Hierarchy from a Distance Matrix....Pages 87-95
Literal Trees and Resolution Technique....Pages 97-106
Rough Classification Used for Learning Scenario Determination in Intelligent Learning System....Pages 107-116
Rough Ethograms: Study of Intelligent System Behavior....Pages 117-126
Automatic Knowledge Retrieval from the Web....Pages 127-136
Knowledge Visualization Using Optimized General Logic Diagrams....Pages 137-145
Efficient Processing of Frequent Itemset Queries Using a Collection of Materialized Views....Pages 147-156
Front Matter....Pages 157-157
GramCat and GramEsp: two grammars for chunking....Pages 159-167
Dynamic Perfect Hashing with Finite-State Automata....Pages 169-178
Dictionary-Based Part-of-Speech Tagging of Polish....Pages 179-188
Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags....Pages 189-198
Front Matter....Pages 157-157
A Neural Network Based Morphological Analyser of the Natural Language....Pages 199-208
An Oracle Grammar-Rule Learning Based on Syntactic Knowledge....Pages 209-218
Speech Interface for Internet Service “Yellow Pages”....Pages 219-228
Automatic Information Classifier Using Rhetorical Structure Theory....Pages 229-236
Rule-Based Medical Content Extraction and Classification....Pages 237-245
A Rule-Based Tagger for Polish Based on Genetic Algorithm....Pages 247-255
Front Matter....Pages 257-257
On Some Clustering Algorithms for Document Maps Creation....Pages 259-268
Filtering Web Documents for a Thematic Warehouse Case Study: eDot a Food Risk Data Warehouse (extended)....Pages 269-278
Data Merging in Life Science Data Integration Systems....Pages 279-288
Approximation Quality of the RBS Ranking Algorithm....Pages 289-296
Front Matter....Pages 297-297
Effects of Versatile Crossover and Mutation Operators on Evolutionary Search in Partition and Permutation Problems....Pages 299-308
Global Induction of Oblique Decision Trees: An Evolutionary Approach....Pages 309-318
Nature-Inspired Algorithms for the TSP....Pages 319-328
Graph-Based Analysis of Evolutionary Algorithm....Pages 329-338
Front Matter....Pages 339-339
Probability of Misclassification in Bayesian Hierarchical Classifier....Pages 341-348
A study on Monte Carlo Gene Screening....Pages 349-356
Spatial Telemetric Data Warehouse Balancing Algorithm in Oracle9i/Java Environment....Pages 357-365
Comparison of Efficiency of Some Updating Schemes on Bayesian Networks....Pages 367-376
Analysis of the Statistical Characteristics in Mining of Frequent Sequences....Pages 377-386
PCA and ICA Methods for Prediction Results Enhancement....Pages 387-394
Front Matter....Pages 339-339
Creating Reliable Database for Experiments on Extracting Emotions from Music....Pages 395-402
Front Matter....Pages 403-403
You Must Be Cautious While Looking For Patterns With Multiresponse Questionnaire Data....Pages 405-410
Immunological Selection Mechanism in Agent-Based Evolutionary Computation....Pages 411-415
Unfavorable Behavior Detection in Real World Systems Using the Multiagent System....Pages 416-420
Intelligent Navigation in Documents Sets Comparative Study....Pages 421-425
Assessing Information Heard on the Radio....Pages 426-430
Belief Rules vs. Decision Rules: A Preliminary Appraisal of the Problem....Pages 431-435
iMatch — A New Matchmaker For Large Scale Agent Applications....Pages 436-440
Machine Learning and Statistical MAP Methods....Pages 441-445
Autocovariance Based Weighting Strategy for Time Series Prediction with Weighted LS-SVM....Pages 446-450
Workflow Mining Alpha Algorithm — A Complexity Study....Pages 451-455
Recommendation Rules — a Data Mining Tool to Enhance Business-to-Customer Communication in Web Applications....Pages 456-460
Feasibility Studies of Quality of Knowledge Mined from Multiple Secondary Sources....Pages 461-465
Modern Metaheuristics for Function Optimization Problem....Pages 466-470
Property Driven Mining in Workflow Logs....Pages 471-475
Logical Design with Molecular Components....Pages 476-480
A New Programming Interface for Reinforcement Learning Simulations....Pages 481-485
Anomaly Detection System for Network Security: Immunity-based Approach....Pages 486-490
Importance of TDS Attribute in Computer Assisted Classification of Melanocytic Skin Lesions....Pages 491-495
A Rules-to-Trees Conversion in the Inductive Database System VINLEN....Pages 496-500
Front Matter....Pages 501-501
Deep Parser for Free English Texts Based on Machine Learning with Limited Resources....Pages 503-510
Baseline Experiments in the Extraction of Polish Valence Frames....Pages 511-518
Front Matter....Pages 519-519
Gene Expression Clustering: Dealing with the Missing Values....Pages 521-530
Estimation the Rhythmic Salience of Sound with Association Rules and Neural Networks....Pages 531-540
A Neuro-Fuzzy Classifier Based on Rough Sets....Pages 541-549
Front Matter....Pages 551-551
Evolutionary Multi-Agent Model for Knowledge Acquisition....Pages 553-560
Restricted Linear Information Systems....Pages 561-564
The Concept of the Hierarchical Clustering Algorithms for Rules Based Systems....Pages 565-570
Petri Net and Matrix Representation of Rule Knowledge Base for Verification Task....Pages 571-576
Artificial Neural Networks in Incomplete Data Sets Processing....Pages 577-583
Intelligent Data Processing in Distributed Internet Applications....Pages 585-591
Front Matter....Pages 593-593
Skyline with Presorting: Theory and Optimizations....Pages 595-604
Faster Clustering with DBSCAN....Pages 605-614
Innertron: New Methodology of Facial Recognition, Part I....Pages 615-624
Innertron: New Methodology of Facial Recognition, Part II....Pages 625-632
Approximating a Set of Approximate Inclusion Dependencies....Pages 633-640
Front Matter....Pages 641-641
Informatic Approaches to Molecular Translation....Pages 643-652
An Approach to Mining Data with Continuous Decision Values....Pages 653-661
Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices....Pages 663-670
Front Matter....Pages 671-671
Computing with Idiotypic Networks....Pages 673-684

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This edited book contains articles accepted for presentation during the conference "Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web Mining" held in Gdansk, Poland, on June 13-16, 2005. Special attention is devoted to the newest developments in the areas of Artificial Immune Systems, Search engines, Computational Linguistics and Knowledge Discovery. The focus of this book is also on new computing paradigms including biologically motivated methods, quantum computing, DNA computing, advanced data analysis, new machine learning paradigms, reasoning technologies, natural language processing and new optimization techniques.

Content:
Front Matter....Pages I-XV
Front Matter....Pages 1-1
Feature Extraction by the SCoTLASS: An Illustrative Example....Pages 3-11
Rule Induction for Click-Stream Analysis: Set Covering and Compositional Approach....Pages 13-22
Family of Instance Reduction Algorithms Versus Other Approaches....Pages 23-30
Minimum Spanning Trees Displaying Semantic Similarity....Pages 31-40
Concept Description Vectors and the 20 Question Game....Pages 41-50
Automatic Scripts Retrieval and Its Possibilities for Social Sciences Support Applications....Pages 51-58
The Analysis of the Unlabeled Samples of the Iron Age Glass Data....Pages 59-66
Discriminant versus Strong Rule Sets....Pages 67-76
IDARM — Mining of Indirect Association Rules....Pages 77-86
Building a Concept Hierarchy from a Distance Matrix....Pages 87-95
Literal Trees and Resolution Technique....Pages 97-106
Rough Classification Used for Learning Scenario Determination in Intelligent Learning System....Pages 107-116
Rough Ethograms: Study of Intelligent System Behavior....Pages 117-126
Automatic Knowledge Retrieval from the Web....Pages 127-136
Knowledge Visualization Using Optimized General Logic Diagrams....Pages 137-145
Efficient Processing of Frequent Itemset Queries Using a Collection of Materialized Views....Pages 147-156
Front Matter....Pages 157-157
GramCat and GramEsp: two grammars for chunking....Pages 159-167
Dynamic Perfect Hashing with Finite-State Automata....Pages 169-178
Dictionary-Based Part-of-Speech Tagging of Polish....Pages 179-188
Enhancing a Portuguese Text Classifier Using Part-of-Speech Tags....Pages 189-198
Front Matter....Pages 157-157
A Neural Network Based Morphological Analyser of the Natural Language....Pages 199-208
An Oracle Grammar-Rule Learning Based on Syntactic Knowledge....Pages 209-218
Speech Interface for Internet Service “Yellow Pages”....Pages 219-228
Automatic Information Classifier Using Rhetorical Structure Theory....Pages 229-236
Rule-Based Medical Content Extraction and Classification....Pages 237-245
A Rule-Based Tagger for Polish Based on Genetic Algorithm....Pages 247-255
Front Matter....Pages 257-257
On Some Clustering Algorithms for Document Maps Creation....Pages 259-268
Filtering Web Documents for a Thematic Warehouse Case Study: eDot a Food Risk Data Warehouse (extended)....Pages 269-278
Data Merging in Life Science Data Integration Systems....Pages 279-288
Approximation Quality of the RBS Ranking Algorithm....Pages 289-296
Front Matter....Pages 297-297
Effects of Versatile Crossover and Mutation Operators on Evolutionary Search in Partition and Permutation Problems....Pages 299-308
Global Induction of Oblique Decision Trees: An Evolutionary Approach....Pages 309-318
Nature-Inspired Algorithms for the TSP....Pages 319-328
Graph-Based Analysis of Evolutionary Algorithm....Pages 329-338
Front Matter....Pages 339-339
Probability of Misclassification in Bayesian Hierarchical Classifier....Pages 341-348
A study on Monte Carlo Gene Screening....Pages 349-356
Spatial Telemetric Data Warehouse Balancing Algorithm in Oracle9i/Java Environment....Pages 357-365
Comparison of Efficiency of Some Updating Schemes on Bayesian Networks....Pages 367-376
Analysis of the Statistical Characteristics in Mining of Frequent Sequences....Pages 377-386
PCA and ICA Methods for Prediction Results Enhancement....Pages 387-394
Front Matter....Pages 339-339
Creating Reliable Database for Experiments on Extracting Emotions from Music....Pages 395-402
Front Matter....Pages 403-403
You Must Be Cautious While Looking For Patterns With Multiresponse Questionnaire Data....Pages 405-410
Immunological Selection Mechanism in Agent-Based Evolutionary Computation....Pages 411-415
Unfavorable Behavior Detection in Real World Systems Using the Multiagent System....Pages 416-420
Intelligent Navigation in Documents Sets Comparative Study....Pages 421-425
Assessing Information Heard on the Radio....Pages 426-430
Belief Rules vs. Decision Rules: A Preliminary Appraisal of the Problem....Pages 431-435
iMatch — A New Matchmaker For Large Scale Agent Applications....Pages 436-440
Machine Learning and Statistical MAP Methods....Pages 441-445
Autocovariance Based Weighting Strategy for Time Series Prediction with Weighted LS-SVM....Pages 446-450
Workflow Mining Alpha Algorithm — A Complexity Study....Pages 451-455
Recommendation Rules — a Data Mining Tool to Enhance Business-to-Customer Communication in Web Applications....Pages 456-460
Feasibility Studies of Quality of Knowledge Mined from Multiple Secondary Sources....Pages 461-465
Modern Metaheuristics for Function Optimization Problem....Pages 466-470
Property Driven Mining in Workflow Logs....Pages 471-475
Logical Design with Molecular Components....Pages 476-480
A New Programming Interface for Reinforcement Learning Simulations....Pages 481-485
Anomaly Detection System for Network Security: Immunity-based Approach....Pages 486-490
Importance of TDS Attribute in Computer Assisted Classification of Melanocytic Skin Lesions....Pages 491-495
A Rules-to-Trees Conversion in the Inductive Database System VINLEN....Pages 496-500
Front Matter....Pages 501-501
Deep Parser for Free English Texts Based on Machine Learning with Limited Resources....Pages 503-510
Baseline Experiments in the Extraction of Polish Valence Frames....Pages 511-518
Front Matter....Pages 519-519
Gene Expression Clustering: Dealing with the Missing Values....Pages 521-530
Estimation the Rhythmic Salience of Sound with Association Rules and Neural Networks....Pages 531-540
A Neuro-Fuzzy Classifier Based on Rough Sets....Pages 541-549
Front Matter....Pages 551-551
Evolutionary Multi-Agent Model for Knowledge Acquisition....Pages 553-560
Restricted Linear Information Systems....Pages 561-564
The Concept of the Hierarchical Clustering Algorithms for Rules Based Systems....Pages 565-570
Petri Net and Matrix Representation of Rule Knowledge Base for Verification Task....Pages 571-576
Artificial Neural Networks in Incomplete Data Sets Processing....Pages 577-583
Intelligent Data Processing in Distributed Internet Applications....Pages 585-591
Front Matter....Pages 593-593
Skyline with Presorting: Theory and Optimizations....Pages 595-604
Faster Clustering with DBSCAN....Pages 605-614
Innertron: New Methodology of Facial Recognition, Part I....Pages 615-624
Innertron: New Methodology of Facial Recognition, Part II....Pages 625-632
Approximating a Set of Approximate Inclusion Dependencies....Pages 633-640
Front Matter....Pages 641-641
Informatic Approaches to Molecular Translation....Pages 643-652
An Approach to Mining Data with Continuous Decision Values....Pages 653-661
Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices....Pages 663-670
Front Matter....Pages 671-671
Computing with Idiotypic Networks....Pages 673-684
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