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E-raamat: Intelligent Information Systems 2002: Proceedings of the IIS' 2002 Symposium, Sopot, Poland, June 3-6, 2002

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This volume contains articles accepted for presentation during The Intelligent Information Systems Symposium IIS'2002 which was held in Sopot, Poland, on June 3-6, 2002. This is eleventh, in the order, symposium organized by the Institute of Computer Science of Polish Academy of Sciences and devoted to new trends in (broadly understood) ArtificialIntelligence. The meetings started back to 1992. With small initial audience, workshops in the series grew to an important meeting of Polish and foreign scientists working at the universities in Europe, Asia and the Northern America. Over years, the workshops transformed into regular symposia devoted to latest trends in such fields like Machine Learning, Knowledge Discovery, Natural Language Processing, Knowledge Based Systems and Reasoning, and Soft Computing (i.e. Fuzzy and Rough Sets, Bayesian Networks, Neural Networks and Evolutionary Algorithms). At present, about 50-60 papers are accepted each year. Besides, for several years now, the symposia are accompanied by a number of tutorials, given by the outstanding scientists in their domain. The main topics of this year symposium included: decision trees and other classifier systems neural network and biologiccally motivated systems clustering methods handling imprecision and uncertainty deductive, distributed and agent-based systems We were pleased to see the continuation of the last year trend towards an increase in the number of co-operative contributions and in the number and diversity of practical applications of theoretical research.

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Springer Book Archives
Decision Trees and Other Classifier Systems 1(145)
A Comparison of Six Discretization Algorithms Used for Prediction of Melanoma
3(10)
Stanislaw Bajcar
Jerzy Grzymala-Busse
Zdzislaw S. Hippe
Meta-learning via Search Combined with Parameter Optimization
13(10)
Wlodzislaw Duch
Karol Grudzinski
Flexible Multidiscretizer Based on Measures which are Used in Induction of Decision Trees
23(10)
Cezary Kosmider
Decision Tree Builder and Visualizer
33(10)
Halina Kwasnicka
Marcin Doczekalski
Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results
43(14)
Guido Cervone
Ryszard S. Michalski
A Soft Decision Tree
57(10)
Hung Son Nguyen
Agent-based Fuzzy Classifier System
67(10)
Arkadiusz Niemiec
Robert Pajak
Marek Kisiel-Dorohinicki
Decision Trees Learning System
77(14)
Maciej Paliwoda
Discovering Interesting Rules from Dense Data
91(10)
Grzegorz Protaziuk
Przemyslaw Soldacki
Lukasz Gancarz
Action-rules, Re-classification of Objects and E-commerce
101(8)
Zbigniew W. Ras
Shishir Gupta
Discovering Interesting Rules from Financial Data
109(12)
Przemyslaw Soldacki
Grzegorz Protaziuk
Bagging and Induction of Decision Rules
121(10)
Jerzy Stefanowski
Storing Data in KDD Systems / from Inlen 3.0 to InlenStar: Evolution of Database
131(10)
Krzysztof Trojanowski
Andrzej Jodlowski
Krzysztof Skowronski
Content Extraction Based on MPEG-7 Audio Representation
141(4)
Alicja A. Wieczorkowska
Neural Network and Biologically Motivated Systems 145(62)
Ant Colony Programming for Approximation Problems
147(10)
Mariusz Boryczka
Modification of Method of Least Squares for Tutoring Neural Networks
157(8)
Alexander P. Grinko
Michal Karpuk
The Concept of Discoveries in Evolving Neural Net
165(10)
Jerzy Tchorzewski
Mieczyslaw A. Klopotek
Searching for Memory in Artificial Immune System
175(10)
Krzysztof Trojanowski
Stawomir T. Wierzchon
Selection Schemes in Evolutionary Algorithms
185(10)
Wojciech Wieczorek
Zbigniew J. Czech
Comparison of Crossover Operators for the State Assignment Problem
195(6)
Mariusz Chyzy
Witold Kosinski
QSPR Analysis of Boiling Point of Chemical Compounds
201(6)
Barbara Debska
Clustering Methods 207(58)
The Application of AI Techniques for Automatic Generation of Crowd Scenes
209(8)
Peter Forte
Adam Szarowicz
Unsupervised Learning Motion Models Using Dynamic Time Warping
217(10)
Marek Kulbacki
Artur Bak
Double Clustering: A Data Mining Methodology for Discovery of Causality
227(10)
Andrzej Matuszewski
On Regularity of Multivariate Datasets
237(10)
Wieslaw Szczesny
Teresa Kowalczyk
The Clusters and the Minimization of Some Nonlinear Functional
247(4)
T. Bochorishvili
E. A. Grebenikov
Grade Decomposition of a Contingency Table into Binormal Discretized Tables
251(8)
Olaf Matyja
Search Space Partitioning to Enhance Outlier Rule Discovery
259(6)
Michal Okoniewski
Piotr Gawrysiak
Lukasz Gancarz
Handling Imprecision and Uncertainty 265(104)
Probabilistic Label Algebra for the Logic of Plausible Reasoning
267(12)
Bartlomiej Sniezynski
Expert Preferences Evaluation
279(8)
Zbigniew Swiatnicki
A Non-monotone Logic for Reasoning about Action
287(14)
Marek A. Bednarczyk
Application of Valuation Based Systems to Optimization of Enumeration Protocols
301(10)
Mieczyslaw A. Klopotek
Slawomir T. Wierzchon
Fuzzy Reals with Algebraic Operations: Algorithmic Approach
311(10)
Witold Kosinski
Piotr Prokopowicz
Dominik Slezak
Application of Data Decomposition to Incomplete Information Systems
321(10)
Rafal Latkowski
Granular Sets and Granular Relations: Towards a Higher Abstraction Level in Knowledge Representation
331(10)
Antoni Ligeza
Reducing Memory Requirements of Scope Approximator in Reinforcement Learning
341(10)
Artur Michalski
An Experimental Comparison of Methods for Handling Incomplete Data in Learning Parameters of Bayesian Networks
351(10)
Agnieszka Onisko
Marek J. Druzdzel
Hanna Wasyluk
Feasibility Studies of Quality of Knowledge Mined from Multiple Secondary Sources
361(4)
Zdzislaw S. Hippe
Maksymilian Knap
Wiestaw Paja
Well-Structured Program Graphs and the Issue of Local Computations
365(4)
Mieczyslaw A. Klopotek
Deductive, Distributed and Agent-based Systems 369(2)
On Multiprocessor Scheduling with Cellular Automata
371(10)
Anna Swiecicka
Franciszek Seredynski
Agent Based Infrastructure for Web Service Integration
381(10)
Stanislaw Ambroszkiewicz
Leszek Rozwadowski
Dariusz Mikulowski
Numerical Schemes for Exploring Delayed Nonlinear Feedback
391(12)
Victor F. Dailyudenko
Migration of Multi-class Objects in Information Systems
403(10)
Dariusz Krol
Ngoc T. Nguyen
Czeslaw. Danilowicz
System for Automated Deduction (SAD): Linguistic and Deductive Peculiarities
413(10)
Alexander Lyaletski
Konstantine Verchinine
Anatoli Degtyarev
Andrey Paskevich
Specification of Distributed Systems with Actors Using Object Oriented Petri Nets
423(12)
Boleslaw Mikolajczak
Artur Ottlik
Cost-based Sequential Pattern Query Optimization in Presence of Materialized Results of Previous Queries
435(10)
Mikolaj Morzy
Marek Wojciechowski
Maciej Zakrzewicz
Computer Aided Design of Learning Systems in PROLOG
445(10)
Dominik Ryzko
FIPA Compliant Agent-based Decentralised Expert System
455(10)
Pawel Skrzynski
Michal Turek
Bartlomiej Sniezynski
Marek Kisiel-Dorohinicki
The Concept of the Web Expert System With Intelligent Web Search Engines for Market Analysis
465
Roman Wantoch-Rekowski