5880 search results - page 148 / 1176 » Data Clustering: A Review |
BIBM
2008
IEEE
14 years 4 months ago
2008
IEEE
Flow cytometry technique produces large, multidimensional datasets of properties of individual cells that are helpful for biomedical science and clinical research. This paper expl...
IJDMB
2006
13 years 10 months ago
2006
: Biomedical data sets often have mixed categorical and numerical types, where the former represent semantic information on the objects and the latter represent experimental result...
JGTOOLS
2008
13 years 10 months ago
2008
Hierarchical spatial data structures provide a means for organizing data for efficient processing. Most spatial data structures are optimized for performing queries, such as inters...
ICCS
2004
Springer
14 years 3 months ago
2004
Springer
This paper gives a theoretical framework for clustering a set of conceptual graphs characterized by sparse descriptions. The formed clusters are named in an intelligible manner thr...
ICDM
2002
IEEE
14 years 3 months ago
2002
IEEE
It is well-known that for high dimensional data clustering, standard algorithms such as EM and the K-means are often trapped in local minimum. Many initialization methods were pro...