5209 search results - page 346 / 1042 » Multiobjective Data Clustering |
244
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ICDM
2006
IEEE
15 years 11 months ago
2006
IEEE
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...
147
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ICDM
2003
IEEE
15 years 10 months ago
2003
IEEE
In this paper, we propose a novel technique for the efficient prediction of multiple continuous target variables from high-dimensional and heterogeneous data sets using a hierarch...
132
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EDBT
2006
ACM
16 years 5 months ago
2006
ACM
In modern databases, complex objects like multimedia data, proteins or text objects can be modeled in a variety of representations and can be decomposed into multiple instances of ...
142
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NIPS
2001
15 years 6 months ago
2001
The Information bottleneck method is an unsupervised non-parametric data organization technique. Given a joint distribution
111
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AUSDM
2007
Springer
15 years 11 months ago
2007
Springer
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...