7150 search results - page 1090 / 1430 » Graph-Based Data Mining |
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
Under-sampling is a class-imbalance learning method which uses only a subset of major class examples and thus is very efficient. The main deficiency is that many major class exa...
132
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ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
Current outlier detection schemes typically output a numeric score representing the degree to which a given observation is an outlier. We argue that converting the scores into wel...
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
An ensemble is a group of learners that work together as a committee to solve a problem. However, the existing ensemble training algorithms sometimes generate unnecessary large en...
104
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ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
The reciprocal connectivity between the cerebral cortex and the thalamus in a human brain is involved in consciousness and related to various brain disorders, thus, in-vivo analys...
119
Voted
SSDBM
2006
IEEE
15 years 8 months ago
2006
IEEE
The issue of data mining in time series databases is of utmost importance for many practical applications and has attracted a lot of research in the past years. In this paper, we ...