Diversity-driven Widening of Hierarchical Agglomerative Clustering

Kurzanzeige
dc.contributor.authorFillbrunn, Alexander
dc.contributor.authorBerthold, Michael R.
dc.date.accessioned2015-11-23T13:41:20Z
dc.date.available2015-11-23T13:41:20Z
dc.date.issued2015eng
dc.description.abstractIn this paper we show that diversity-driven widening, the parallel exploration of the model space with focus on developing diverse models, can improve hierarchical agglomerative clustering. Depending on the selected linkage method, the model that is found through the widened search achieves a better silhouette coefficient than its sequentially built counterpart.eng
dc.description.versionpublishedeng
dc.identifier.doi10.1007/978-3-319-24465-5_8eng
dc.identifier.ppn452365759
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/32217
dc.language.isoengeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subjectwidening, data mining, clustering, hierarchical clustering, diversityeng
dc.subject.ddc004eng
dc.titleDiversity-driven Widening of Hierarchical Agglomerative Clusteringeng
dc.typeINPROCEEDINGSeng
dspace.entity.typePublication
kops.citation.bibtex
@inproceedings{Fillbrunn2015Diver-32217,
  year={2015},
  doi={10.1007/978-3-319-24465-5_8},
  title={Diversity-driven Widening of Hierarchical Agglomerative Clustering},
  number={9385},
  isbn={978-3-319-24464-8},
  issn={0302-9743},
  publisher={Springer},
  address={Cham},
  series={Lecture Notes in Computer Science},
  booktitle={Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings},
  pages={84--94},
  editor={Fromont, Elisa and De Bie, Tijl and Leeuwen, Matthijs van},
  author={Fillbrunn, Alexander and Berthold, Michael R.}
}
kops.citation.iso690FILLBRUNN, Alexander, Michael R. BERTHOLD, 2015. Diversity-driven Widening of Hierarchical Agglomerative Clustering. Intelligent Data Analysis 2015 : 14th International Symposium. Saint Etienne, 22. Okt. 2015 - 24. Okt. 2015. In: FROMONT, Elisa, ed., Tijl DE BIE, ed., Matthijs van LEEUWEN, ed.. Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings. Cham: Springer, 2015, pp. 84-94. Lecture Notes in Computer Science. 9385. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-24464-8. Available under: doi: 10.1007/978-3-319-24465-5_8deu
kops.citation.iso690FILLBRUNN, Alexander, Michael R. BERTHOLD, 2015. Diversity-driven Widening of Hierarchical Agglomerative Clustering. Intelligent Data Analysis 2015 : 14th International Symposium. Saint Etienne, Oct 22, 2015 - Oct 24, 2015. In: FROMONT, Elisa, ed., Tijl DE BIE, ed., Matthijs van LEEUWEN, ed.. Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings. Cham: Springer, 2015, pp. 84-94. Lecture Notes in Computer Science. 9385. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-24464-8. Available under: doi: 10.1007/978-3-319-24465-5_8eng
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kops.conferencefieldIntelligent Data Analysis 2015 : 14th International Symposium, 22. Okt. 2015 - 24. Okt. 2015, Saint Etiennedeu
kops.date.conferenceEnd2015-10-24eng
kops.date.conferenceStart2015-10-22eng
kops.description.openAccessopenaccessgreen
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kops.identifier.nbnurn:nbn:de:bsz:352-0-305741
kops.location.conferenceSaint Etienneeng
kops.relation.uniknProjectTitlede.NBI - Etablierungsphase - Leistungszentrum - CIBI - The Center for Integrative Bioformatics
kops.sourcefieldFROMONT, Elisa, ed., Tijl DE BIE, ed., Matthijs van LEEUWEN, ed.. <i>Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings</i>. Cham: Springer, 2015, pp. 84-94. Lecture Notes in Computer Science. 9385. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-24464-8. Available under: doi: 10.1007/978-3-319-24465-5_8deu
kops.sourcefield.plainFROMONT, Elisa, ed., Tijl DE BIE, ed., Matthijs van LEEUWEN, ed.. Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings. Cham: Springer, 2015, pp. 84-94. Lecture Notes in Computer Science. 9385. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-24464-8. Available under: doi: 10.1007/978-3-319-24465-5_8deu
kops.sourcefield.plainFROMONT, Elisa, ed., Tijl DE BIE, ed., Matthijs van LEEUWEN, ed.. Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings. Cham: Springer, 2015, pp. 84-94. Lecture Notes in Computer Science. 9385. ISSN 0302-9743. eISSN 1611-3349. ISBN 978-3-319-24464-8. Available under: doi: 10.1007/978-3-319-24465-5_8eng
kops.title.conferenceIntelligent Data Analysis 2015 : 14th International Symposiumeng
relation.isAuthorOfPublicationde775ed5-532f-4c49-b54d-c578bf34c7af
relation.isAuthorOfPublication56ea9ab6-14a4-493e-8ef1-3c064e0c50a1
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source.bibliographicInfo.fromPage84eng
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source.contributor.editorFromont, Elisaeng
source.contributor.editorDe Bie, Tijleng
source.contributor.editorLeeuwen, Matthijs vaneng
source.identifier.eissn1611-3349eng
source.identifier.isbn978-3-319-24464-8eng
source.identifier.issn0302-9743eng
source.publisherSpringereng
source.publisher.locationChameng
source.relation.ispartofseriesLecture Notes in Computer Scienceeng
source.titleAdvances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedingseng
temp.internal.duplicates<p>Keine Dubletten gefunden. Letzte Überprüfung: 06.11.2015 10:24:09</p>deu

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