1263 search results - page 47 / 253 » An objective approach to cluster validation |
157
click to vote
ICDM
2002
IEEE
15 years 11 months ago
2002
IEEE
In this paper, we devise an efficient algorithm for clustering market-basket data. Different from those of the traditional data, the features of market-basket data are known to b...
172
click to vote
ICANN
2003
Springer
15 years 11 months ago
2003
Springer
One interesting way of accessing collections of multimedia objects is by methods of visualization and clustering. Growing self-organizing maps provide such a solution, which adapts...
182
click to vote
JMLR
2002
15 years 6 months ago
2002
This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that d...
174
click to vote
ICPR
2008
IEEE
16 years 23 days ago
2008
IEEE
Graph structures have been proved important in high level-vision since they can be used to represent structural and relational arrangements of objects in a scene. One of the probl...
162
click to vote
PAKDD
2004
ACM
15 years 11 months ago
2004
ACM
This paper proposes a two-step graph partitioning method to discover constrained clusters with an objective function that follows the well-known minmax clustering principle. Compar...