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163
Voted
ICDM
2005
IEEE
16 years 14 days ago
2005
IEEE
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...
177
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ICDM
2005
IEEE
16 years 14 days ago
2005
IEEE
It is estimated that ninety percent of the world’s species have yet to be discovered and described. The main reason for the slow pace of new species description is that the scie...
176
Voted
ICDM
2005
IEEE
16 years 14 days ago
2005
IEEE
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
177
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IRI
2005
IEEE
16 years 14 days ago
2005
IEEE
In this paper, a framework for replacing missing values in a database is proposed since a real-world database is seldom complete. Good data quality in a database can directly impr...
172
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PAKDD
2005
ACM
16 years 10 days ago
2005
ACM
Because exploratory rule discovery works with data that is only a sample of the phenomena to be investigated, some resulting rules may appear interesting only by chance. Techniques...