Shape-Invariant Fuzzy Clustering of Proteomics Data

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BERTHOLD, Michael R., David E. PATTERSON, Marco ORTOLANI, Heiko HOFER, Frank HÖPPNER, Ondine CALLAN, 2002. Shape-Invariant Fuzzy Clustering of Proteomics Data. In: NAFIPS, pp. 52-56

@article{Berthold2002Shape-5895, title={Shape-Invariant Fuzzy Clustering of Proteomics Data}, year={2002}, doi={10.1109/NAFIPS.2002.1018029}, journal={NAFIPS}, pages={52--56}, author={Berthold, Michael R. and Patterson, David E. and Ortolani, Marco and Hofer, Heiko and Höppner, Frank and Callan, Ondine} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/5895"> <dc:creator>Berthold, Michael R.</dc:creator> <dc:creator>Ortolani, Marco</dc:creator> <dc:contributor>Patterson, David E.</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T16:01:13Z</dcterms:available> <dc:contributor>Hofer, Heiko</dc:contributor> <dcterms:abstract xml:lang="eng">In this paper we present a variant of fuzzy c-means that allows to find similar shapes in time series data in a scale-invariant fashion. We use data from protein mass spectrography to show how this approach finds areas of interest without a need for ad-hoc normalizations.</dcterms:abstract> <dc:contributor>Callan, Ondine</dc:contributor> <dc:contributor>Berthold, Michael R.</dc:contributor> <dc:contributor>Ortolani, Marco</dc:contributor> <dc:creator>Höppner, Frank</dc:creator> <dcterms:bibliographicCitation>First publ. in: NAFIPS (2002), pp. 52-56</dcterms:bibliographicCitation> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/5895"/> <dc:format>application/pdf</dc:format> <dc:language>eng</dc:language> <dcterms:rights rdf:resource="https://creativecommons.org/licenses/by-nc-nd/2.0/legalcode"/> <dc:contributor>Höppner, Frank</dc:contributor> <dc:creator>Callan, Ondine</dc:creator> <dcterms:issued>2002</dcterms:issued> <dc:creator>Patterson, David E.</dc:creator> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T16:01:13Z</dc:date> <dc:rights>deposit-license</dc:rights> <dc:creator>Hofer, Heiko</dc:creator> <dcterms:title>Shape-Invariant Fuzzy Clustering of Proteomics Data</dcterms:title> </rdf:Description> </rdf:RDF>

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