BMCBI
2010
14 years 9 months ago
2010
Background: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challe...
76
Voted
ACL
2001
14 years 11 months ago
2001
We describe a set of supervised machine learning experiments centering on the construction of statistical models of WH-questions. These models, which are built from shallow lingui...
84
Voted
IDA
2010
Springer
14 years 11 months ago
2010
Springer
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
73
Voted
IPPS
2008
IEEE
15 years 3 months ago
2008
IEEE
In this study, we propose a new machine learning model namely, Adaptive Locality-Effective Kernel Machine (Adaptive-LEKM) for protein phosphorylation site prediction. Adaptive-LEK...
ICML
2004
IEEE
15 years 10 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...