80 search results - page 1 / 16 » Ensemble of Linear Models for Predicting Drug Properties |
JCISD
2006
13 years 4 months ago
2006
We propose a new classification method for prediction of drug properties, called the Random Feature Subset Boosting for Linear Discriminant Analysis (LDA). The main novelty of this...
BMCBI
2007
13 years 4 months ago
2007
Background: During the past decades, research and development in drug discovery have attracted much attention and efforts. However, only 324 drug targets are known for clinical dr...
EVOW
2003
Springer
13 years 10 months ago
2003
Springer
Genetic programming (GP) based data fusion and AdaBoost can both improve in vitro prediction of Cytochrome P450 activity by combining artificial neural networks (ANN). Pharmaceuti...
COMPLIFE
2006
Springer
13 years 8 months ago
2006
Springer
Abstract. We present an improved adaptive approach for studying systems of ODEs affected by parameter variability and state space uncertainty. Our approach is based on a reformulat...
BMCBI
2010
13 years 4 months ago
2010
Background: We analysed 48 non-redundant antibiotic target proteins from all bacteria, 22 antibiotic target proteins from E. coli only and 4243 non-drug targets from E. coli to id...