1950 search results - page 136 / 390 » Informative sampling for large unbalanced data sets |
155
Voted
CIVR
2007
Springer
15 years 9 months ago
2007
Springer
In the present study, an efficient strategy for retrieving texture images from large texture databases is introduced and studied within a distributional-statistical framework. Our...
218
click to vote
ICDE
2008
IEEE
16 years 4 months ago
2008
IEEE
Abstract-- Current state-of-the-art association rule-based classifiers for gene expression data operate in two phases: (i) Association rule mining from training data followed by (i...
154
click to vote
BMCBI
2005
15 years 3 months ago
2005
Background: The extensive use of DNA microarray technology in the characterization of the cell transcriptome is leading to an ever increasing amount of microarray data from cancer...
126
click to vote
SDM
2009
SIAM
16 years 22 days ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
118
Voted
ISMB
1993
15 years 4 months ago
1993
Thoughit has been possible in the past to learn to predict DNAhydration patterns from crystallographic data, there is ambiguity in the choice of training data (both in terms of th...