5829 search results - page 62 / 1166 » The Practice of Cluster Analysis |
125
Voted
SSDBM
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract. Most correlation clustering algorithms rely on principal component analysis (PCA) as a correlation analysis tool. The correlation of each cluster is learned by applying P...
140
Voted
EDBT
2004
ACM
16 years 3 months ago
2004
ACM
Abstract. Clustering is a problem of great practical importance in numerous applications. The problem of clustering becomes more challenging when the data is categorical, that is, ...
132
Voted
SDM
2009
SIAM
16 years 23 days ago
2009
SIAM
Given the pairwise affinity relations associated with a set of data items, the goal of a clustering algorithm is to automatically partition the data into a small number of homogen...
136
Voted
IDA
2003
Springer
15 years 8 months ago
2003
Springer
This paper proposes a new clustering algorithm in the fuzzy-c-means family, which is designed to cluster time series and is particularly suited for short time series and those wit...
161
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MLMTA
2007
15 years 5 months ago
2007
— Cluster Ensembles is a framework for combining multiple partitionings obtained from separate clustering runs into a final consensus clustering. This framework has attracted mu...