931 search results - page 28 / 187 » Visualization of Labeled Data Using Linear Transformations |
110
Voted
CEAS
2007
Springer
15 years 5 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...
149
Voted
CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
Active learning strategies can be useful when manual labeling
effort is scarce, as they select the most informative
examples to be annotated first. However, for visual category
...
120
Voted
IV
2005
IEEE
15 years 6 months ago
2005
IEEE
The visual analysis of time dependent data is an essential task in many application fields. However, visualizing large time dependent data collected within a spatial context is st...
128
click to vote
ICDM
2003
IEEE
15 years 6 months ago
2003
IEEE
We propose the combination of two recently introduced methods for the interactive visual data mining of large collections of data. Both, Hyperbolic Multi-Dimensional Scaling (HMDS...
114
Voted
TKDE
2008
15 years 29 days ago
2008
The linear discriminant analysis (LDA) technique is very popular in pattern recognition for dimensionality reduction. It is a supervised learning technique that finds a linear tran...