1420 search results - page 10 / 284 » Cluster Ensemble Selection |
98
Voted
ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
In this paper we address the problem of combining multiple clusterings without access to the underlying features of the data. This process is known in the literature as clustering...
92
Voted
ICDM
2009
IEEE
15 years 7 months ago
2009
IEEE
Recent advances in data clustering concern clustering ensembles and projective clustering methods, each addressing different issues in clustering problems. In this paper, we consi...
CIKM
2009
Springer
15 years 7 months ago
2009
Springer
Clustering ensembles combine different clustering solutions into a single robust and stable one. Most of existing methods become highly time-consuming when the data size turns to ...
144
Voted
SIGMOD
2011
ACM
14 years 3 months ago
2011
ACM
Projective Clustering Ensembles (PCE) are a very recent advance in data clustering research which combines the two powerful tools of clustering ensembles and projective clustering...
113
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PKDD
2010
Springer
14 years 10 months ago
2010
Springer
Forming consensus clusters from multiple input clusterings can improve accuracy and robustness. Current clustering ensemble methods require specifying the number of consensus clust...