Introduction

Distributed Artificial Intelligence and Networks

• Pawel Kies, Witold Kosinski, Martyna Weigl: Seed growing approach in clustering analysis
• Boleslaw Mikolajczak, John T. Rumbut: Visualization of Recurrent Distributed Artificial Intelligence Problems Using Colored Petri Nets
• Marek Deutsch, Mariusz Ulicki, Witold Zorski: An Application of a Logic Programming Language in Computer Vision Stand for Robot
• Krzysztof Psiuk: Modelling of Reliability and/or Damages Propagation in Large Machinery Sets
• Krzysztof Ciupke: An Example of an Application of the Rough Set Theory to Diagnostic Knowledge Acquisition

Foundation of Artificial Intelligence

• Ryszard Janicki: Pairwise Comparison Revisited
• Mieczyslaw Klopotek, Maciej Michalewicz, Slawomir Wierzchon: Towards Integration of Knowledge Discovery Tools
• Zbigniew W. Ras: Knowledge Discovery in a Distributed Framework Controlled by Negative Terms
• Elzbieta Pleszczynska, Alicja Ciok, Teresa Kowalczyk On parameter decomposition in statistical data analysis
• Jaroslaw Stepaniuk: Searching for Optimal Approximation Spaces
• Andrzej Najgebauer: Decision Analysis Support System

Machine Learning, Data Mining

• Ryszard Michalski, Kenneth A. Kaufman: Multistrategy Data Exploration Using the INLEN System: Recent Advances
• Krzysztof Krawiec, Roman Slowinski: Learning Discriminating Descriptions from Images
• M. Klopotek, M. Michalewicz, Z. Michalewicz, Z. Ras, S. Wierzchon, J. Zytkow: Discovering Knowledge in Distributed Databases
• Marzena Kryszkiewicz: Learning Rules from Incomplete Information Systems
• Jerzy W. Grzymala-Busse, Jerzy Stefanowski: Discretization of Numerical Attributes by Direct Use of the LEM2 Induction Algorithm with Interval Extension
• Jerzy Stefanowski, Szymon Urbaniak: Using case-based learning in decision support systems
• Tadeusz Nowicki, Wieslaw Barcikowski: Experimental Examination of Self-learning Algorithm for Task Distribution in a Computer System
• Faraj A. El-Mouadib:Taxonomy Formation

Knowledge Based Systems and Reasoning

• Wojciech Moczulski, Jan M. Zytkow: Automated Search for Diagnostic Knowledge on Machinery Diagnostics
• Piotr Paszek, Alicja Wakulicz-Deja: Optimalization on Decision Problems (Diagnose Progressive Encephalopathy) on Medical Knowledge Bases
• E. Czogala, G. Drwal, R. Grzymkowski, A. Mrozek: Operating Uncertain Information in Constructive and Destructive Fuzzy Decision Support System "FUZZY-FLOU"
• Zbigniew Swiatnicki, Roman Wantoch-Rekowski: The Dedicated Expert System for Aircraft Development Planning
• Abdulhamed M. Abdulkafi: Financial Diagnosis: A Model-Based Approach
• Roman Siminski: Methodological and Practical Aspects of Verification and Validation of the Knowledge Bases

Evolutionary Computation, Genetic Algorithms

• Ryszard Kowalczyk: Constrained Genetic Operators Preserving Feasibility of Solutions in Genetic Algorithms
• Zbigniew J. Czech, Ewa Marzec: Heuristic algorithms for solving the set-partitioning problem
• Halina Kwasnicka: Pleiotropy and Polygene in Evolutionary Algorithms
• Jaroslaw T. Stanczak, Krzysztof M. Skowronski, Jan J. Mulawka: New Methods of Controlling of an Evolutionary Algorithm
• Andrzej Obuchowicz: The Evolutionary Search with Soft Selection and Deterioration of the Objective Function
• Urszula Boryczka, Mariusz Boryczka, Daniel Kuna: Generative Policies in the Job-shop Scheduling Problem