5880 search results - page 132 / 1176 » Data Clustering: A Review |
187
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ICDM
2009
IEEE
15 years 3 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...
149
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PAKDD
2009
ACM
16 years 26 days ago
2009
ACM
The trend of social information processing sees e-commerce and social web applications increasingly relying on user-generated content, such as rating, to determine the quality of o...
167
Voted
EDBT
2008
ACM
16 years 6 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...
175
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IDA
2007
Springer
16 years 7 days 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...
160
Voted
ATAL
2006
Springer
15 years 9 months ago
2006
Springer
Numerous domains ranging from distributed data acquisition to knowledge reuse need to solve the cluster ensemble problem of combining multiple clusterings into a single unified cl...