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Intelligent Information Systems 2001 : Proceedings of the International Symposium

Intelligent Information Systems 2001

Proceedings of the International Symposium "intelligent Information Systems X," June 18-22, 2001, Zakopane, Poland

Paperback Published: 6th June 2001
ISBN: 9783790814071
Number Of Pages: 305

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This volume contains articles accepted for presentation during The Intelli­ gent Information Systems Symposium IIS'2001 which was held in Zakopane, Poland, on June 18-22, 200l. This is tenth, in the order, symposium orga­ nized by the Institute of Computer Science of Polish Academy of Sciences and devoted to new trends in (broadly understood) Artificial Intelligence. The idea of organizing such meetings dates back to 1992. Our main in­ tention guided the first, rather small-audience, workshop in the series was to resume the results gained in Polish scientific centers as well as contrast them with the esea r rch performed by Polish scientists working at the uni­ versities in Europe and USA. This idea proved to be attractive enough that we decided to continue such meetings. As the years went by, the workshops has transformed into regular symposia devoted to 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 papers prepared by researches from Poland and other countries are usually presented. Besides, for several years now, the symposia are accompanied by a number of tutorials, given by the outstanding scientists in their domain.

Identification of Rules for Brain Metastases and Survival Time Prediction for Small Cell Lung Cancer Patientsp. 1
The Development of the AQ20 Learning System and Initial Experimentsp. 13
Discovering Multi-head Attributional Rules in Large Databasesp. 31
Melanoma Prediction Using k-Nearest Neighbor and LEM2 Algorithmsp. 43
Technologies for Sound Database Indexing: Musical Instrument Classification Methodsp. 57
Significance Testing in the Grade Correspondence Analysisp. 67
Ensembles of Similarity-based Modelsp. 75
Regression - Yet Another Clustering Methodp. 87
Taxonomy Building: Cases or Attributes?p. 97
Using Grade Correspondence Analysis to Merge Populations and Detect Latent Ordersp. 111
Mining the Preference Relations and Preference Graphsp. 121
Multi-Dimensional Gaussian and Cauchy Mutationsp. 133
Statistical Genetic Algorithmsp. 143
Cellular Automata Approach to Scheduling Problem in Case of Modifications of a Program Graphp. 155
Multimodal Optimization with Artificial Immune Systemsp. 167
Bayesian Network Mining Systemp. 179
Intelligent Techniques in Stock Analysisp. 195
Models of Multiple Response Independencep. 209
The Role of Support and Confidence in Collaborative Query Answeringp. 221
Criteria and Functions for Expert Information Representation Choicep. 227
Intelligent Computing Systems with Actors - Parallel Dynamic Programming Algorithm of the Polygon Triangulation Problemp. 239
A Model for Extracting a Class of Knowledge Operators, Logic Disjunctions and Logic Alternatives from BDI Agentsp. 257
Information Dimension of a Population's Attractor and Population's Entropyp. 271
Quantifier Handling Issues in Computer-Oriented Intuitionistic Calculip. 281
Verification of the Logic of Plausible Reasoningp. 295
Author Indexp. 305
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783790814071
ISBN-10: 3790814075
Series: Advances in Soft Computing
Audience: General
Format: Paperback
Language: English
Number Of Pages: 305
Published: 6th June 2001
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.91
Weight (kg): 0.63