54 search results - page 1 / 11 » Selection of clusters number and features subset during a tw... |
69
Voted
ASC
2006
14 years 10 months ago
2006
ICDM
2006
IEEE
15 years 3 months ago
2006
IEEE
Several spatio-temporal data collected in many applications, such as fMRI data in medical applications, can be represented as a Multivariate Time Series (MTS) matrix with m rows (...
80
Voted
CIKM
2004
Springer
15 years 2 months ago
2004
Springer
This paper presents a cluster validation based document clustering algorithm, which is capable of identifying both important feature words and true model order (cluster number). I...
77
Voted
ICONIP
2008
14 years 11 months ago
2008
Abstract. Feature selection has improved the performance of text clustering. Global feature selection tries to identify a single subset of features which are relevant to all cluste...
IJCNN
2007
IEEE
15 years 3 months ago
2007
IEEE
— This paper proposes an algorithm to deal with the feature selection in Gaussian mixture clustering by an iterative way: the algorithm iterates between the clustering and the un...