Introduction

Distributed Databases

• Gryz Jarek: An algorithm for query folding with functional dependencies
• Kersten Gregory E., Szpakowicz Stan: Modeling business negotiations for electronic commerce
• Ras Zbigniew W., Bergmann Anna: Maintaining soundness of rules in distributed knowledge-based systems

Machine Learning and Data Mining

• Kaufman K. A., Michalski Ryszard S.: Multistrategy data mining via the KGL metalanguage
• Hippe Zdzislaw S.: From research on searching hidden regularities in data
• Michalewicz Maciej, Klopotek Mieczyslaw A., Wierzchon Slawomir T.: A concept of standard internet tools for integration of databases, knowledge bases and reasoning systems
• Jelonek Jacek, Krawiec Krzysztof, Stefanowski Jerzy: Comparative study of feature subset selection techniques for machine learning tasks
• Ziarko Wojciech: Rough sets methodology in data mining
• Duch Wlodzislaw, Adamczak Rafal, Grabczewski Krzysztof, Zal Grzegorz : Hybrid neural-global minimization logical rule extraction method for medical diagnosis support
• Glowinski Cezary: Discovering rules with various form of selectors
• Bobrowski Leon : Rules extraction from data sets by using dipolar criterion
• Debska Barbara : The methodology of an automatic generation of a rule knowledge base from a set of cases
• Michalski Artur : First results with using rough set -based decision rules in reinforcement learning
• Bogdan Sergiusz, Klopotek Mieczyslaw : A system searching for functional dependencies in continuous data.
• Matuszewski Andrzej : Characterization of dependence between two multivalued variables through the Rasch model - application to construction data-mining algorithms for survey data
• Ciupke Krzysztof, Maniak Piotr : Application of machine learning methods to diagnostics of machinery

Applications of Intelligent Information Systems

• Przybyszewski Andrzej W., Rubin Mark A. : Gating input to visual cortex by feedback to LGN
• Jelonek Jacek , Krawiec Krzysztof, Slowinski Roman : Construction of textural features for classification of histological images
• Pacholczyk D., Desmontils E. : A linguistic interpretation of affirmative or negative information in declarative modeling in image analysis
• Alferes Jose Julio, Joao A. Leite Lus Moniz Pereira, Przymusinska Halina, Przymusinski Teodor : Updates of logic programs by logic programs
• Choras Ryszard : Computer vision techniques
• Buller Andrzej, de Garis Hugo : Brain-building strategy: some remarks and questions
• Klopotek Mieczyslaw, Nowak Tomasz : A simulation environment for testing behavior of a population of home-shopping agents.
• Daciuk Jan : Finite-state automata in document retrieval

Knowledge Based Systems and Reasoning

• Siminski Roman, Wakulicz-Deja Alicja : Principles and practice in knowledge bases verification
• Moczulski Wojciech : Methods of knowledge acquisition in machinery diagnostics
• Kott Grzegorz, Wieleba Ryszard : Expert system model to support decisions in command
• Lukaszewski Tomasz : On reasoning under uncertainty in adaptive, distributed and multiagent expert systems
• Wylezol Marek : Electronic form - editor for acquisition of empirical rules from experts for the purpose of diagnostics
• Kostka Pawel : Optimization of representation space for knowledge acquisition on rotating machinery using machine learning methods

Theoretical Aspects of Intelligent Information Systems

• Mikolajczak Boleslaw : High-level Petri Nets in development of intelligent parallel and distributed information systems
• Kacprzyk Janusz, Zadrozny Slawomir : On summarization of large data sets via a fuzzy-logic-based querying add-on to Microsoft Access
• Koczkodaj W.W., Herman M.W., Orlowski M. : Knowledge elicitation, orthogonal basis and consistency driven pairwise comparisons
• Bartkowiak Anna, Szustalewicz Adam : Predictions in presence of outliers: Which tool to choose?
• Czech Zbigniew J : Solving the set-partitioning problem using tabu search
• Nowak Grazyna, Hippe Zdzislaw S : Logical-heuristic strategy for searching optimal transformations of molecular graphs
• Gomolinska Anna : Belief change, nonmonotonic inference, and the Scott information systems
• Boryczka Urszula : Optimization of the bus--service and the Ant Colony System
• Duch Wlodzislaw, Grudzinski Karol : A framework for distance-based adaptive classification methods

Evolutionary Algorithms, Neural Networks

• Cetnarowicz Krzysztof, Dobrowolski Grzegorz, Kisiel-Dorohinicki Marek, Nawarecki Edward : Mechanisms of self-regulation in multi-agent systems
• Obuchowicz Andrzej, Korbicz Jozef : Evolutionary search with soft selection and forced direction of mutation
• Nowostawski Mariusz, Sloman Aaron : Emergent thought - Automated agent design
• Kosinski Witold, Michalewicz Zbigniew, Weigl Martyna, Kolesnik Roman : Genetic algorithms for preprocessing of data for universal Approximators
• Kwasnicka Halina : Efficiency of genetic algorithms with plejotropy and polygene effect -Simulation Study
• Zelechowska Joanna, Buller Andrzej : Neural network-based system for determining and classifying malignant and benign lesions in ultrasonic images of the breast
• Balicki Jerzy, Kitowski Zygmunt : Relaxation methods of artificial neural networks for solving NP-hard module assignment optimization problem in two-processor systems with constrained resources
• Seredynski Franciszek : Genetic algorithms-based intelligent decision support system to Task Scheduling Problem
• Kwedlo Wojciech, Kretowski Marek : Learning decision rules using an evolutionary algorithm and entropy-based discretization
• Pawlak Marek : Application of heuristic algorithms and an evolutionary algorithm to production scheduling
• Skowronski Krzysztof : Genetic rules induction based on MDL principle

Rough Sets

• Sikora Marek, Mrozek Adam : Semantic oriented synthesis of a rule knowledge base integrated inference engine.
• Grzymala-Busse Jerzy W. , Soe Than : Inducing simpler rules from reduced data
• Onisko Agnieszka, Druzdzel Marek J., Wasyluk Hanna : A probabilistic model for diagnosis of liver disorders
• Stepaniuk Jaroslaw, Urban Miroslawa, Baszun-Stepaniuk Elzbieta : The application of rough set based data mining technique in the prognostician of the diabetic nephropathy prevalence
• Drwal Grzegorz, Mrozek Adam : System RClass - software implementation of a rough classifier
• Marszal-Paszek Barbara, Paszek Piotr : Extract strong relationship between data from decision table