de.NBI - Etablierungsphase - Leistungszentrum - CIBI - The Center for Integrative Bioformatics

Institutionen
  • Universität Konstanz
  • FB Informatik und Informationswissenschaft
Publikationen
    Fillbrunn, Alexander; Berthold, Michael R.(2015): Diversity-driven Widening of Hierarchical Agglomerative Clustering Advances in Intelligent Data Analysis XIV : 14th International Symposium, IDA 2015 Saint Etienne, France, October 22–24, 2015 Proceedings / Fromont, Elisa; De Bie, Tijl; Leeuwen, Matthijs van (Hrsg.). - Cham : Springer, 2015. - (Lecture Notes in Computer Science ; 9385). - S. 84-94. - ISSN 0302-9743. - eISSN 1611-3349. - ISBN 978-3-319-24464-8

Diversity-driven Widening of Hierarchical Agglomerative Clustering

×
In 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.

Forschungszusammenhang (Projekte)

Mittelgeber
NameKennzifferBeschreibungLaufzeit
Bundesministerium für Bildung und Forschung458/15keine Angabe
Weitere Informationen
Laufzeit: 01.03.2015 – 28.02.2018