73 search results - page 1 / 15 » Discovering Multiple Clustering Solutions: Grouping Objects ... |
ICDE
2012
IEEE
11 years 7 months ago
2012
IEEE
—Traditional clustering algorithms identify just a single clustering of the data. Today’s complex data, however, allow multiple interpretations leading to several valid groupin...
ICML
2010
IEEE
13 years 3 months ago
2010
IEEE
Many clustering algorithms only find one clustering solution. However, data can often be grouped and interpreted in many different ways. This is particularly true in the high-dim...
ICPR
2010
IEEE
13 years 2 months ago
2010
IEEE
In this paper, we propose a new algorithm for extending the hierarchical clustering methods and introduce a Multi-View Agglomerative Clustering approach to handle multi-view repre...
SIGKDD
2010
12 years 11 months ago
2010
Traditional clustering focuses on finding a single best clustering solution from data. However, given a single data set, one could interpret it in different ways. This is particul...
PAKDD
2010
ACM
13 years 9 months ago
2010
ACM
Abstract. The definition of a community in social networks varies with applications. To generalize different types of communities, the concept of linkpattern based community was pr...