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74
Voted
ESANN
2004
14 years 11 months ago
2004
Self-Organizing Maps (SOM) are very powerful tools for data mining, in particular for visualizing the distribution of the data in very highdimensional data sets. Moreover, the 2D m...
81
Voted
PAKDD
2007
ACM
15 years 3 months ago
2007
ACM
Abstract. Noise significantly affects cluster quality. Conventional clustering methods hardly detect clusters in a data set containing a large amount of noise. Projected clusterin...
SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
105
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DMIN
2006
14 years 11 months ago
2006
Medical data is often presented as free text in the form of medical reports. Such documents contain important information about patients, disease progression and management, but ar...
ICDM
2010
IEEE
14 years 7 months ago
2010
IEEE
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...