Intelligent information systems 2002

Contents
Decision Trees and Other Classifier
Systems
A Comparison of Six Discretization Algorithms Used for Prediction
of Melanoma
Stanislaw Bajcar, Jerzy Grzymala-Busse, Zdzislaw S. Hippe
3
Meta-learning via Search Combined with Parameter Optimization
Wlodzislaw Duch, Karol Grudziriski
13
Flexible Multidiscretizer Based on Measures which are Used in
Induction of Decision Trees
Cezary Kosmider
23
Decision Tree Builder and Visualizer
Haiina Kwasnicka, Marcin Doczekalski
33
Modeling User Behavior by Integrating AQ Learning with a
Database: Initial Results
Guido Cervone, Ryszard S. Michalski
43
A Soft Decision Tree
Hung Son Nguyen
57
Agent-based Fuzzy Classifier System
Arkadiusz Niemiec, Robert Pajgk, Marek Kisiel-Dorohinicki
67
Decision Trees Learning System
Maciej Paliwoda
77
Discovering Interesting Rules from Dense Data
Grzegorz Protaziuk, Przemyslaw Soldacki, Lukasz Gancarz
91
Action-rules, Re-classification of Objects and e-commerce
Zbigniew W. Ras, Shishir Gupta
101
Discovering Interesting Rules from Financial Data
Przemyslaw Soldacki, Grzegorz Protaziuk
109
Bagging and Induction of Decision Rules
Jerzy Stefanowski
121
VIII
Storing Data in KDD Systems /from Inlen 3.0 to InlenStar: Evolution
of Database/
Krzysztof Trojanowski, Andrzej Jodlowski, Krzysztof Skowronski
131
Content Extraction Based on MPEG-7 Audio Representation
Alicja A. Wieczorkowska
141
Neural Network and Biologically
Motivated Systems
Ant Colony Programming for Approximation Problems
Mariusz Boryczka
147
Modifikation of Method of Least Squares for Tutoring Neural
Networks
Alexander P. Grinko, Michal Karpuk
157
The Concept of Discoveries in Evolving Neural Net
Jerzy Tchörzewski, Mieczystaw A. Klopotek
165
Searching for Memory in Artificial Immune System
Krzysztof Trojanowski, Slawomir T. Wierzchori
175
Selection Scheines in Evolutionary Algorithms
Wojciech Wieczorek, Zbigniew J. Czech
185
Comparison of Crossover Operators for the State Assignment
Problem
Mariusz Chyzy, Witold Kosinski
195
QSPR Analysis of Boiling Point of Chemical Compounds
201
Barbara D§bska
Clustering Methods
The Application of AI Techniques for Automatic Generation of
Crowd Scenes
Peter Forte, Adam Szarowicz
209
Unsupervised Learning Motion Models Using Dynamic Time
Warping
Marek Kulbacki, Artur Bak
217
Double Clustering: A Data Mining Methodology for Discovery of
Causality
Andrzej Matuszewski
227
IX
On Regularity of Multivariate Datasets
Wieslaw Szczesny, Teresa Kowalczyk
237
The Clusters and the Minimization of Some Nonlinear Functional
T. Bochorishvili, E. A. Grebenikov
247
Grade Decomposition of a Contingency Table into Binormal
Discretized Tables
Olaf Matyja
251
Search Space Partitioning to Enhance Outlier Rule Discovery
Michail Okoniewski, Piotr Gawrysiak, Lukasz Gancarz
259
Handling Imprecision and Uncertainty
Probabilistic Label Algebra for the Logic of Plausible Reasoning
Barttomiej Sniezynski
267
Expert Preferences Evaluation
Zbigniew Swigtnicki
279
A Non-monotone Logic for Reasoning about Action
Marek A. Bednarczyk
287
Application of Valuation Based Systems to Optimization of
Enumeration Protocols
Mieczyslaw A. Klopotek , Slawomir T. Wierzchoti
301
Fuzzy Reals with Algebraic Operations: Algorithmic Approach
Witold Kosinski, Piotr Prokopowicz, Dominik Slezak
311
Application of Data Decomposition to Incomplete Information
Systems
Rafal Latkowski
321
Granulär Sets and Granulär Relations: Towards a Higher Abstraction
Level in Knowledge Representation
Antoni Lig§za
331
Reducing Memory Requirements of Scope Approximator in
Reinforcement Learning
Artur Michalski
341
An Experimental Comparison of Methods for Handling Incomplete
Data in Learning Parameters of Bayesian Networks
Agnieszka Onisko, Marek J. Druzdzel, Hanna Wasyluk
351
X
Feasibility Studies of Quality of Knowledge Mined from Multiple
Secondary Sources
Zdzislaw S. Hippe, Maksymilian Knap, Wieslaw Paja
361
Well-Structured Program Graphs and the Issue of Local
Computations
Mieczyslaw A. Klopotek
365
Deductive, Distributed and Agent-based
Systems
On Multiprocessor Scheduling with Cellular Automata
Anna Swi§cicka, Franciszek Seredyriski
371
Agent Based Infrastructure for Web Service Integration
381
Stanislaw Ambroszkiewicz, Leszek Rozwadowski, Dariusz Mikulowski
Numerical Scheines for Exploring Delayed Nonlinear Feedback
Victor F. Dailyudenko
391
Migration of Multi-class Objects in Information Systems
Dariusz Krol, Ngoc T. Nguyen, Czeslaw. Danilowicz
403
System for Automated Deduction (SAD): Linguistic and Deductive
Peculiarities
Alexander Lyaletski, Konstantine Verchinine, Anatoli Degtyarev,
Andrey Paskevich
413
Specification of Distributed Systems with Actors Using Object
Oriented Petri Nets
Boleslaw Mikolajczak, Artur Ottlik
423
Cost-based Sequential Pattern Query Optimization in Presence of
Materialized Results of Previous Queries
Mikolaj Morzy, Marek Wojciechowski, Maciej Zakrzewicz
435
Computer Aided Design of Learning Systems in PROLOG
Dominik Ryzko
445
FIPA Compliant Agent-based Decentralised Expert System
Pawel Skrzyriski, Michal Turek, Barttomiej Sniezynski, Marek
Kisiel-Dorohinicki
455
The Concept of the Web Expert System With Intelligent Web Search
Engines for Market Analysis
Roman Wantoch-Rekowski
465