262 search results - page 19 / 53 » An Improved Predictive Accuracy Bound for Averaging Classifi... |
TIT
2002
14 years 9 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
BMCBI
2007
14 years 10 months ago
2007
Background: Helical membrane proteins (HMPs) play a crucial role in diverse cellular processes, yet it still remains extremely difficult to determine their structures by experimen...
NIPS
2008
14 years 11 months ago
2008
Large-margin structured estimation methods minimize a convex upper bound of loss functions. While they allow for efficient optimization algorithms, these convex formulations are n...
EDM
2009
14 years 7 months ago
2009
The monitoring and support of university freshmen is considered very important at many educational institutions. In this paper we describe the results of the educational data minin...
JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
14 years 4 months ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...