7053 search results - page 1079 / 1411 » Data Mining of Multi-categorized Data |
162
Voted
ICDM
2006
IEEE
16 years 1 months ago
2006
IEEE
Recently K-anonymity has gained popularity as a privacy quantification against linking attacks, in which attackers try to identify a record with values of some identifying attrib...
240
Voted
ICDM
2006
IEEE
16 years 1 months ago
2006
IEEE
How closely related are two nodes in a graph? How to compute this score quickly, on huge, disk-resident, real graphs? Random walk with restart (RWR) provides a good relevance scor...
144
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ICDM
2006
IEEE
16 years 1 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...
218
click to vote
ICDM
2006
IEEE
16 years 1 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...
156
click to vote
ICDM
2006
IEEE
16 years 1 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...