Automatic Construction of Fuzzy Graphs for Function Approximation

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BERTHOLD, Michael R., Klaus-Peter HUBER, 1996. Automatic Construction of Fuzzy Graphs for Function Approximation. North American Fuzzy Information Processing. Berkeley, CA, USA. In: Proceedings of North American Fuzzy Information Processing. IEEE, pp. 319-323. ISBN 0-7803-3225-3. Available under: doi: 10.1109/NAFIPS.1996.534752

@inproceedings{Berthold1996Autom-24202, title={Automatic Construction of Fuzzy Graphs for Function Approximation}, year={1996}, doi={10.1109/NAFIPS.1996.534752}, isbn={0-7803-3225-3}, publisher={IEEE}, booktitle={Proceedings of North American Fuzzy Information Processing}, pages={319--323}, author={Berthold, Michael R. and Huber, Klaus-Peter} }

<rdf:RDF xmlns:dcterms="" xmlns:dc="" xmlns:rdf="" xmlns:bibo="" xmlns:dspace="" xmlns:foaf="" xmlns:void="" xmlns:xsd="" > <rdf:Description rdf:about=""> <dcterms:title>Automatic Construction of Fuzzy Graphs for Function Approximation</dcterms:title> <dcterms:available rdf:datatype="">2013-08-05T09:13:41Z</dcterms:available> <dc:rights>terms-of-use</dc:rights> <dcterms:abstract xml:lang="eng">Function approximation using example data has gained considerable interest in the past. The automatic extraction of a fuzzy rule base has proven to be a powerful tool to build approximators that allow an interpretation of the underlying model. In contrast to most known systems, which find a rule set based on a global grid that covers the whole input space, a different approach is presented in this paper. A constructive algorithm finds a locally independent rule set that forms a fuzzy graph. The proposed algorithm builds the fuzzy graph from scratch, without the need to control additional parameters. First results show promising performance and robustness against noise on an artificial dataset.</dcterms:abstract> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <dcterms:issued>1996</dcterms:issued> <dc:contributor>Huber, Klaus-Peter</dc:contributor> <dc:date rdf:datatype="">2013-08-05T09:13:41Z</dc:date> <dcterms:bibliographicCitation>New frontiers in fuzzy logic and soft computing : 1996 biennial conference of the North-American Fuzzy Information Processing Society - NAFIPS, Berkeley, California, USA, June 19 - 22, 1996 / Ed. by Michel H. Smith ... - [New York, NY] : Inst. of Electrical and Electronics Engineers, 1996. - S. 319-323. - ISBN 0-7803-3225-3</dcterms:bibliographicCitation> <bibo:uri rdf:resource=""/> <dc:creator>Huber, Klaus-Peter</dc:creator> <dcterms:isPartOf rdf:resource=""/> <dspace:isPartOfCollection rdf:resource=""/> <dc:creator>Berthold, Michael R.</dc:creator> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dc:language>eng</dc:language> <dc:contributor>Berthold, Michael R.</dc:contributor> <dcterms:rights rdf:resource=""/> </rdf:Description> </rdf:RDF>

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