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Intelligent Information Systems 2002

Proceedings of the IIS’ 2002 Symposium, Sopot, Poland, June 3–6, 2002

  • Conference proceedings
  • © 2002

Overview

Editors:
  1. Mieczysław A. Kłopotek

    1. Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

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  2. Sławomir T. Wierzchoń

    1. Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

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  3. Maciej Michalewicz

    1. Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

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  • Combination of advanced research results with practical applications
  • State of the art in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent and Soft Computing (AINSC, volume 17)

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Table of contents (49 papers)

  1. Front Matter

    Pages I-X
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  2. Decision Trees and Other Classifier Systems

    1. Front Matter

      Pages 1-1
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    2. A Comparison of Six Discretization Algorithms Used for Prediction of Melanoma

      • Stanislaw Bajcar, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe
      Pages 3-12

    3. Meta-learning via Search Combined with Parameter Optimization

      • Włodzisław Duch, Karol Grudziński
      Pages 13-22

    4. Flexible Multidiscretizer Based on Measures which are Used in Induction of Decision Trees

      • Cezary Ko•mider
      Pages 23-32

    5. Decision Tree Builder and Visualizer

      • Halina Kwaśnicka, Marcin Doczekalski
      Pages 33-42

    6. Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results

      • Guido Cervone, Ryszard S. Michalski
      Pages 43-56

    7. A Soft Decision Tree

      • Hung Son Nguyen
      Pages 57-66

    8. Agent-based Fuzzy Classifier System

      • Arkadiusz Niemiec, Robert Pająk, Marek Kisiel-Dorohinicki
      Pages 67-76

    9. Decision Trees Learning System

      • Maciej Paliwoda
      Pages 77-90

    10. Discovering Interesting Rules From Dense Data

      • Grzegorz Protaziuk, Przemyslaw Soldacki, Lukasz Gancarz
      Pages 91-100

    11. Action-Rules, Re-Classification of Objects and e-Commerce

      • Zbigniew W. Ras, Shishir Gupta
      Pages 101-108

    12. Discovering Interesting Rules from Financial Data

      • Przemysław Sołdacki, Grzegorz Protaziuk
      Pages 109-119

    13. Bagging and Induction of Decision Rules

      • Jerzy Stefanowski
      Pages 121-130

    14. Storing Data in KDD Systems /from Inlen 3.0 to InlenStar. Evolution of Database/

      • Krzysztof Trojanowski, Andrzej Jodłowski, Krzysztof Skowroński
      Pages 131-140

    15. Content Extraction Based on MPEG-7 Audio Representation

      • Alicja A. Wieczorkowska
      Pages 141-144

  3. Neural Network and Biologically Motivated Systems

    1. Front Matter

      Pages 145-145
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    2. Ant Colony Programming for Approximation Problems

      • Mariusz Boryczka
      Pages 147-156

    3. Modification of Method of Least Squares for Tutoring a Neural Networks

      • Alexander P. Grinko, Michal M. Karpuk
      Pages 157-164

    4. The Concept of Discoveries in Evolving Neural Net

      • Jerzy Tchórzewski, Mieczysław Kłopotek
      Pages 165-174
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Keywords

About this book

This volume contains articles accepted for presentation during The Intelligent Information Systems Symposium IIS'2002 which was held in Sopot, Poland, on June 3-6, 2002. This is eleventh, in the order, symposium organized by the Institute of Computer Science of Polish Academy of Sciences and devoted to new trends in (broadly understood) ArtificialIntelligence. The meetings started back to 1992. With small initial audience, workshops in the series grew to an important meeting of Polish and foreign scientists working at the universities in Europe, Asia and the Northern America. Over years, the workshops transformed into regular symposia devoted to latest trends in 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 50-60 papers are accepted each year. Besides, for several years now, the symposia are accompanied by a number of tutorials, given by the outstanding scientists in their domain. The main topics of this year symposium included: • decision trees and other classifier systems • neural network and biologiccally motivated systems • clustering methods • handling imprecision and uncertainty • deductive, distributed and agent-based systems We were pleased to see the continuation of the last year trend towards an increase in the number of co-operative contributions and in the number and diversity of practical applications of theoretical research.

Editors and Affiliations

  • Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

    Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Maciej Michalewicz

Bibliographic Information

  • Book Title: Intelligent Information Systems 2002

  • Book Subtitle: Proceedings of the IIS’ 2002 Symposium, Sopot, Poland, June 3–6, 2002

  • Editors: Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Maciej Michalewicz

  • Series Title: Advances in Intelligent and Soft Computing

  • DOI: https://doi.org/10.1007/978-3-7908-1777-5

  • Publisher: Physica Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2002

  • Softcover ISBN: 978-3-7908-1509-2Published: 07 October 2002

  • eBook ISBN: 978-3-7908-1777-5Published: 11 November 2013

  • Series ISSN: 1867-5662

  • Series E-ISSN: 1867-5670

  • Edition Number: 1

  • Number of Pages: X, 468

  • Topics: Artificial Intelligence, Information Systems Applications (incl. Internet)

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