IIS 2001: Zakopane, Poland

Mieczyslaw A. Klopotek, Maciej Michalewicz, Slawomir T. Wierzchon (Eds.): Intelligent Information Systems 2001, Proceedings of the International Symposium "Intelligent Information Systems X", June 18-22, 2001, Zakopane, Poland. Advances in Soft Computing Physica-Verlag 2001, ISBN 3-7908-1407-5

Rule and Decision Tree Learning

Kwei Aryeetey, Wojciech Ziarko, Patricia Tai, Casely Ago: Identification of Rules for Brain Metastases and Survival Time Prediction for Small Cell Lung Cancer Patients. 1-12
Guido Cervone, Liviu Panait, Ryszard S. Michalski: The Development of the AQ20 Learning System and Initial Experiments. 13-29
Jerzy Clowinski, Ryszard S. Michalski: Discovering Multi-head Attributional Rules in Large Databases. 31-41
Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe: Melanoma Prediction Using k-Nearest Neighbor and LEM2 Algorithms. 43-55
Alicja Wieczorkowska: Technologies for Sound Database Indexing: Musical Instrument Classification Methods. 57-66

Unsupervised Learning

Alicja Ciok: Significance Testing in the Grade Correspondence Analysis. 67-74
Wlodzislaw Duch, Karol Grudzinski: Ensembles of Similarity-based Models. 75-85
Piotr Gawrysiak, Michal J. Okoniewski, Henryk Rybinski: Regression - Yet Another Clustering Method. 87-95
Mieczyslaw A. Klopotek: Taxonomy Building: Cases or Attributes? 97-110
Wieslaw Szczesny, Olaf Matyja: Using Grade Correspondence Analysis to Merge Populations and Detect Latent Orders. 111-120
Jan M. Zytkow, Daniel Arredondo: Mining the Preference Relations and Preference Graphs. 121-131

Biologically Motivated Methods

Andrzej Obuchowicz: Multi-Dimensional Gaussian and Cauchy Mutations. 133-142
Andrzej Ossowski, Anna Swiecicka: Statistical Genetic Algorithms. 143-154
Anna Swiecicka, Franciszek Seredynski, Mariusz Jazdzyk: Cellular Automata Approach to Scheduling Problem in Case of Modifications of a Program Graph. 155-166
Slawomir T. Wierzchon: Multimodal Optimization with Artificial Immune Systems. 167-178

Learning and Reasoning Under Uncertainty

Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, Maciej Michalewicz, Marek A. Bednarczyk, Wieslaw Pawlowski, Andrzej Wasowski: Bayesian Network Mining System. 179-193
Halina Kwasnicka, Marcin Ciosmak: Intelligent Techniques in Stock Analysis. 195-208
Andrzej Matuszewski, Krzysztof Trojanowski: Models of Multiple Response Independence. 209-220
Zbigniew W. Ras: The Role of Support and Confidence in Collaborative Query Answering. 221-226

Logical Foundation of AI

Czeslaw Danilowicz, Ngoc Thanh Nguyen: Criteria and Functions for Expert Information Representation Choice. 227-237
Hua Hsueh, Boleslaw Mikolajczak: Intelligent Computing Systems with Actors - Parallel Dynamic Programming Algorithm of the Polygon Triangulation Problem. 239-256
Radoslaw Katarzyniak: A model for Extracting a Class of Knowledge Operators, Logic Disjunctions and Logic Alternatives from BDI Agents. 257-269
Pawel Kies: Information Dimension of a Population's Attracted and Population's Entropy. 271-280
Alexander V. Lyaletski: Quantifier Handling Issues in Computer-Oriented Intuitionistic Calculi. 281-294
Bartlomiej Sniezynski: Verification of the Logic of Plausible Reasoning. 295-304

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