1. ZHAW digitalcollection
  2. School of Engineering
  3. Publikationen
  4. Publikationen School of Engineering
Full metadata record
DC FieldValueLanguage
dc.contributor.authorDettling, Marcel-
dc.date.accessioned2018-04-03T15:13:48Z-
dc.date.available2018-04-03T15:13:48Z-
dc.date.issued2003-
dc.identifier.urihttps://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdfde_CH
dc.identifier.urihttps://digitalcollection.zhaw.ch/handle/11475/4652-
dc.description.abstractMicroarray technology allows the measurement of expression levels of thousands of genes simultaneously and is expected to contribute significantly to advances in fundamental questions of biology and medicine. While microarrays monitor thousands of genes, there is a lot of evidence that only a few underlying signature components of gene subsets account for nearly all of the outcome variation. Here, methodology for revealing these predictive gene clusters in microarray data is presented. For this task, we focus on supervised algorithms, defined as clustering techniques which utilize external information about the response variables for grouping the explanatory variables (genes). In studies where external response variables are available, our approach is often more effective than unsupervised techniques such as hierarchical clustering.de_CH
dc.language.isoende_CH
dc.rightsLicence according to publishing contractde_CH
dc.subjectIDPde_CH
dc.subject.ddc572: Biochemiede_CH
dc.titleRevealing predictive gene clusters with supervised algorithmsde_CH
dc.typeKonferenz: Paperde_CH
dcterms.typeTextde_CH
zhaw.departementSchool of Engineeringde_CH
zhaw.organisationalunitInstitut für Datenanalyse und Prozessdesign (IDP)de_CH
zhaw.conference.detailsThird International Workshop on Distributed Statistical Computing (DSC 2003), Vienna, Austria, 20-22 March 2003de_CH
zhaw.funding.euNode_CH
zhaw.originated.zhawYesde_CH
zhaw.publication.statuspublishedVersionde_CH
zhaw.publication.reviewNot specifiedde_CH
zhaw.title.proceedingsProceedings of the Conference in Distributed Statistical Computingde_CH
Appears in collections:Publikationen School of Engineering

Files in This Item:
There are no files associated with this item.
Show simple item record
Dettling, M. (2003). Revealing predictive gene clusters with supervised algorithms. Proceedings of the Conference in Distributed Statistical Computing. https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf
Dettling, M. (2003) ‘Revealing predictive gene clusters with supervised algorithms’, in Proceedings of the Conference in Distributed Statistical Computing. Available at: https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf.
M. Dettling, “Revealing predictive gene clusters with supervised algorithms,” in Proceedings of the Conference in Distributed Statistical Computing, 2003. [Online]. Available: https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf
DETTLING, Marcel, 2003. Revealing predictive gene clusters with supervised algorithms. In: Proceedings of the Conference in Distributed Statistical Computing [online]. Conference paper. 2003. Verfügbar unter: https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf
Dettling, Marcel. 2003. “Revealing Predictive Gene Clusters with Supervised Algorithms.” Conference paper. In Proceedings of the Conference in Distributed Statistical Computing. https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf.
Dettling, Marcel. “Revealing Predictive Gene Clusters with Supervised Algorithms.” Proceedings of the Conference in Distributed Statistical Computing, 2003, https://www.r-project.org/conferences/DSC-2003/Proceedings/Dettling.pdf.


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.