5209 search results - page 130 / 1042 » Multiobjective Data Clustering |
145
Voted
SDM
2007
SIAM
15 years 5 months ago
2007
SIAM
In this paper, we explore the discriminating subsequencebased clustering problem. First, several effective optimization techniques are proposed to accelerate the sequence mining p...
143
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CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
We present a new method for spectral clustering with paired data based on kernel canonical correlation analysis, called correlational spectral clustering. Paired data are common i...
151
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Text classification poses some specific challenges. One such challenge is its high dimensionality where each document (data point) contains only a small subset of them. In this pap...
137
Voted
EDBT
2008
ACM
16 years 3 months ago
2008
ACM
In situations where class labels are known for a part of the objects, a cluster analysis respecting this information, i.e. semi-supervised clustering, can give insight into the cl...
141
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IDA
2007
Springer
15 years 9 months ago
2007
Springer
The Denclue algorithm employs a cluster model based on kernel density estimation. A cluster is defined by a local maximum of the estimated density function. Data points are assign...