ISBN: 3790815098
TITLE: Intelligent Information Systems 2002
AUTHOR: Klopotek et al.
TOC:

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