2208 search results - page 100 / 442 » Privacy-Preserving Classifier Learning |
136
click to vote
ALT
2010
Springer
15 years 4 months ago
2010
Springer
: The ability to distinguish, differentiate and contrast between different data sets is a key objective in data mining. Such ability can assist domain experts to understand their d...
188
click to vote
VLSISP
2010
15 years 1 months ago
2010
Abstract In case of insufficient data samples in highdimensional classification problems, sparse scatters of samples tend to have many ‘holes’—regions that have few or no nea...
127
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Recently a number of modeling techniques have been developed for data mining and machine learning in relational and network domains where the instances are not independent and ide...
125
click to vote
CEAS
2007
Springer
15 years 7 months ago
2007
Springer
Active learning methods seek to reduce the number of labeled examples needed to train an effective classifier, and have natural appeal in spam filtering applications where trustwo...
138
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
Active learning has been proven a reliable strategy to reduce manual efforts in training data labeling. Such strategies incorporate the user as oracle: the classifier selects the m...