662 search results - page 64 / 133 » Making inferences with small numbers of training sets |
221
click to vote
CSL
2011
Springer
14 years 6 months ago
2011
Springer
How much can we infer about the pronunciation of a language – past or present – by observing which words its speakers rhyme? This paper explores the connection between pronunc...
CSB
2005
IEEE
15 years 5 months ago
2005
IEEE
When building predictors of disease state based on gene expression data, gene selection is performed in order to achieve a good performance and to identify a relevant subset of ge...
ICCS
2004
Springer
15 years 5 months ago
2004
Springer
We consider a kernel-based approach to nonlinear classification that coordinates the generation of “synthetic” points (to be used in the kernel) with “chunking” (working wi...
101
click to vote
NECO
1998
14 years 11 months ago
1998
Support Vector Machines (SVMs) perform pattern recognition between two point classes by nding a decision surface determined by certain points of the training set, termed Support V...
116
click to vote
BMCBI
2007
14 years 12 months ago
2007
Background: High-throughput peptide and protein identification technologies have benefited tremendously from strategies based on tandem mass spectrometry (MS/MS) in combination wi...