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RSKT
2009
Springer

Mechanisms of Partial Supervision in Rough Clustering Approaches

11 years 8 months ago
Mechanisms of Partial Supervision in Rough Clustering Approaches
We bring two rough-set-based clustering algorithms into the framework of partially supervised clustering. A mechanism of partial supervision relying on either qualitative or quantitative information about membershipsofpatternstoclustersisenvisioned.Allowingsuch knowledgebased hints to play an active role in the clustering process has proved to be highly beneficial, according to our empirical results. Other existing rough clustering techniques can successfully incorporate this type of auxiliary information with little computational effort.
Rafael Falcón, Gwanggil Jeon, Kangjun Lee,
Added 27 May 2010
Updated 27 May 2010
Type Conference
Year 2009
Where RSKT
Authors Rafael Falcón, Gwanggil Jeon, Kangjun Lee, Rafael Bello, Jechang Jeong
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