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Approximation Transducers and Trees: A Technique for Combining Rough and Crisp Knowledge
Linköping University, The Institute of Technology. Linköping University, Department of Computer and Information Science, KPLAB - Knowledge Processing Lab.
Linköping University, The Institute of Technology. Linköping University, Department of Computer and Information Science, KPLAB - Knowledge Processing Lab.
Institute of Mathematics Warsaw University.
Linköping University, The Institute of Technology. Linköping University, Department of Computer and Information Science, KPLAB - Knowledge Processing Lab.
2004 (English)In: Rough-Neural Computing: Techniques for Computing with Words / [ed] Andrzej Skowron,Lech Polkowski ,Sankar K Pal, Berlin, Heidelberg, New York: Springer , 2004, p. 189-218Chapter in book (Other academic)
Abstract [en]

Soft computing comprises various paradigms dedicated to approximately solving real-world problems, e.g., in decision making, classification or learning; among these paradigms are fuzzy sets, rough sets, neural networks, and genetic algorithms.

It is well understood now in the soft computing community that hybrid approaches combining various paradigms provide very promising attempts to solving complex problems. Exploiting the potential and strength of both neural networks and rough sets, this book is devoted to rough-neurocomputing which is also related to the novel aspect of computing based on information granulation, in particular to computing with words. It provides foundational and methodological issues as well as applications in various fields.

Place, publisher, year, edition, pages
Berlin, Heidelberg, New York: Springer , 2004. p. 189-218
Series
Cognitive Technologies, ISSN 1611-2482
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:liu:diva-22951Local ID: 2320ISBN: 9783540430599 (electronic)ISBN: 3540430598 (print)OAI: oai:DiVA.org:liu-22951DiVA, id: diva2:243264
Available from: 2009-10-07 Created: 2009-10-07 Last updated: 2018-04-10Bibliographically approved

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Doherty, PatrickLukaszewicz, WitoldSzalas, Andrzej

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
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  • sv-SE
  • Other locale
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Output format
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  • asciidoc
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