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Using Contextually Closed Queries for Local Closed-World Reasoning in Rough Knowledge Databases
2004 (English)In: Rough-Neural Computing: Techniques for Computing with Words / [ed] Andrzej Skowron,Lech Polkowski ,Sankar K Pal, Springer, 2004, 219-250Kapitel i bok, del av antologi (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.

Series
Cognitive Technologies, ISSN 1611-2482
National Category
Computer Science
Identifiers
urn:nbn:se:liu:diva-22953 (URN)2323 (Local ID)978-3-540-43059-9 (ISBN)35-4043-059-8 (ISBN)oai:DiVA.org:liu-22953 (OAI)
Available from2009-10-07 Created:2009-10-07 Last updated:2013-11-12

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Doherty, PatrickKachniarz, JaroslawSzalas, Andrzej
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The Institute of TechnologyKPLAB - Knowledge Processing Lab Soft Computer Consultants, USA
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