Foundations of Intelligent Systems

1. Front Matter

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2. Invited Papers

   1. Randomization Methods for Assessing the Significance of Data Mining Results

      • Heikki Mannila

      Pages 1-1

   2. Dealing with Music in Intelligent Ways

      • Gerhard Widmer

      Pages 2-2

   3. Intelligent Systems: From R.U.R. to ISMIS 2009 and beyond

      • Maria Zemankova

      Pages 3-4

   4. The Art of Management and the Technology of Knowledge-Based Systems

      • Jozef Kelemen, Ivan Polášek

      Pages 5-14

3. Knowledge Discovery and Data Mining

   1. Frequent Itemset Mining in Multirelational Databases

      • Aída Jiménez, Fernando Berzal, Juan-Carlos Cubero

      Pages 15-24

   2. A Multiple Scanning Strategy for Entropy Based Discretization

      • Jerzy W. Grzymala-Busse

      Pages 25-34

   3. Fast Subgroup Discovery for Continuous Target Concepts

      • Martin Atzmueller, Florian Lemmerich

      Pages 35-44

   4. Discovering Emerging Graph Patterns from Chemicals

      • Guillaume Poezevara, Bertrand Cuissart, Bruno Crémilleux

      Pages 45-55

   5. Visualization of Trends Using RadViz

      • Lenka Nováková, Olga Štěpánková

      Pages 56-65

   6. Action Rules Discovery Based on Tree Classifiers and Meta-actions

      • Zbigniew W. Raś, Agnieszka Dardzińska

      Pages 66-75

   7. Action Rules and the GUHA Method: Preliminary Considerations and Results

      • Jan Rauch, Milan Šimůnek

      Pages 76-87

   8. Semantic Analytical Reports: A Framework for Post-processing Data Mining Results

      • Tomáš Kliegr, Martin Ralbovský, Vojtěch Svátek, Milan Šimůnek, Vojtěch Jirkovský, Jan Nemrava et al.

      Pages 88-98

4. Applications of Intelligent Systems in Medicine

   1. Medical Decision Making through Fuzzy Computational Intelligent Approaches

      • Elpiniki I. Papageorgiou

      Pages 99-108

   2. Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections

      • Elpiniki I. Papageorgiou, Nikolaos Papandrianos, Georgia Karagianni, G. Kyriazopoulos, D. Sfyras

      Pages 109-118

   3. A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines

      • Corrado Loglisci, Michelangelo Ceci, Donato Malerba

      Pages 119-128

   4. RaJoLink: A Method for Finding Seeds of Future Discoveries in Nowadays Literature

      • Tanja Urbančič, Ingrid Petrič, Bojan Cestnik

      Pages 129-138

5. Logical and Theoretical Aspects of Intelligent Systems

   1. Automatic Generation of P2P Mappings between Sources Schemas

      • Karima Toumani, Hélene Jaudoin, Michel Schneider

      Pages 139-150

   2. An OWL Ontology for Fuzzy OWL 2

      • Fernando Bobillo, Umberto Straccia

      Pages 151-160

   3. Fuzzy Clustering for Categorical Spaces

      • Nicola Fanizzi, Claudia d’Amato, Floriana Esposito

      Pages 161-170

This book constitutes the refereed proceedings of the 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, held in Prague, Czech Republic, in September 2009. The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.

• agents
• artificial intelligence
• data mining
• knowledge
• knowledge discovery
• learning
• machine learning

• Faculty of Informatics and Statistics, University of Economics, Prague 3, Czech Republic

  Jan Rauch

• Department of Computer Science, University of North Carolina, Charlotte, USA

  Zbigniew W. Raś

• Faculty of Informatics and Statics, University of Economics, Prague, Czech Republic

  Petr Berka

• Institute of Software Systems, Tampere University of Technology, Tampere, Finland

  Tapio Elomaa

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