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Foundations of Intelligent Systems

19th International Symposium, ISMIS 2011, Warsaw, Poland, June 28-30, 2011, Proceedings

  • Conference proceedings
  • © 2011

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Editors:
  1. Marzena Kryszkiewicz

    1. Faculty of Electronics and Information Technology, Institute of Computer Science, Warsaw University of Technology,, Warsaw, Poland

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  2. Henryk Rybinski

    1. Faculty of Electronics and Information Technology, Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

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  3. Andrzej Skowron

    1. University of Warsaw, Warsaw, Poland

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  4. Zbigniew W. Raś

    1. Faculty of Electronics and Information Technology, Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6804)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ISMIS 2011.

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Table of contents (77 papers)

  1. Front Matter

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  2. Invited Papers

    1. Intelligent Multimedia Solutions Supporting Special Education Needs

      • Andrzej Czyzewski, Bozena Kostek
      Pages 1-15

    2. Relational Mining in Spatial Domains: Accomplishments and Challenges

      • Donato Malerba, Michelangelo Ceci, Annalisa Appice
      Pages 16-24

    3. Towards Programming Languages for Machine Learning and Data Mining (Extended Abstract)

      • Luc De Raedt, Siegfried Nijssen
      Pages 25-32

  3. Rough Sets - in Memoriam Zdzis law Pawlak

    1. The Extraction Method of DNA Microarray Features Based on Modified F Statistics vs. Classifier Based on Rough Mereology

      • Piotr Artiemjew
      Pages 33-42

    2. Attribute Dynamics in Rough Sets

      • Davide Ciucci
      Pages 43-51

    3. A Comparison of Some Rough Set Approaches to Mining Symbolic Data with Missing Attribute Values

      • Jerzy W. Grzymala-Busse
      Pages 52-61

    4. Action Reducts

      • Seunghyun Im, Zbigniew Ras, Li-Shiang Tsay
      Pages 62-69

    5. Incremental Rule Induction Based on Rough Set Theory

      • Shusaku Tsumoto
      Pages 70-79

  4. Challenges in Knowledge Discovery and Data Mining - in Memoriam Jan Żytkow

    1. Mining Classification Rules for Detecting Medication Order Changes by Using Characteristic CPOE Subsequences

      • Hidenao Abe, Shusaku Tsumoto
      Pages 80-89

    2. Incorporating Neighborhood Effects in Customer Relationship Management Models

      • Philippe Baecke, Dirk Van den Poel
      Pages 90-95

    3. ETree Miner: A New GUHA Procedure for Building Exploration Trees

      • Petr Berka
      Pages 96-101

    4. Mapping Data Mining Algorithms on a GPU Architecture: A Study

      • Ana Gainaru, Emil Slusanschi, Stefan Trausan-Matu
      Pages 102-112

    5. Applying Domain Knowledge in Association Rules Mining Process – First Experience

      • Jan Rauch, Milan Šimůnek
      Pages 113-122

    6. A Compression-Based Dissimilarity Measure for Multi-task Clustering

      • Nguyen Huy Thach, Hao Shao, Bin Tong, Einoshin Suzuki
      Pages 123-132

    7. Data Mining in Meningoencephalitis: The Starting Point of Discovery Challenge

      • Shusaku Tsumoto, Katsuhiko Takabayashi
      Pages 133-139

  5. Social Networks

    1. Extracting Social Networks Enriched by Using Text

      • Mathilde Forestier, Julien Velcin, Djamel Zighed
      Pages 140-145

    2. Enhancing Navigation in Virtual Worlds through Social Networks Analysis

      • Hakim Hacid, Karim Hebbar, Abderrahmane Maaradji, Mohamed Adel Saidi, Myriam Ribière, Johann Daigremont
      Pages 146-152

    3. Learning Diffusion Probability Based on Node Attributes in Social Networks

      • Kazumi Saito, Kouzou Ohara, Yuki Yamagishi, Masahiro Kimura, Hiroshi Motoda
      Pages 153-162

  6. Multi-Agent Systems

    1. Analysing the Behaviour of Robot Teams through Relational Sequential Pattern Mining

      • Grazia Bombini, Raquel Ros, Stefano Ferilli, Ramon López de Mántaras
      Pages 163-169
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About this book

This book constitutes the refereed proceedings of the 19th International Symposium on Methodologies for Intelligent Systems, ISMIS 2011, held in Warsaw, Poland, in June 2011.
The 71 revised papers presented together with 3 invited papers were carefully reviewed and selected from 131 submissions. The papers are organized in topical sections on rough sets - in memoriam Zdzisław Pawlik, challenges in knowledge discovery and data mining - in memoriam Jan Żytkov, social networks, multi-agent systems, theoretical backgrounds of AI, machine learning, data mining, mining in databases and warehouses, text mining, theoretical issues and applications of intelligent web, application of intelligent systems in sound processing, intelligent applications in biology and medicine, fuzzy sets theory and applications, intelligent systems, tools and applications, and contest on music information retrieval.

Editors and Affiliations

  • Faculty of Electronics and Information Technology, Institute of Computer Science, Warsaw University of Technology,, Warsaw, Poland

    Marzena Kryszkiewicz

  • Faculty of Electronics and Information Technology, Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

    Henryk Rybinski, Zbigniew W. Raś

  • University of Warsaw, Warsaw, Poland

    Andrzej Skowron

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