Output coding is a general framework for solving multiclass categorization problems. Previous research on output codes has focused on building multiclass machines given predefine...
This paper presents a fully automatic white matter lesion (WML) segmentation method, based on local features determined by combining multiple MR acquisition protocols, including T...
PCR, the polymerase chain reaction, is a fundamental tool of molecular biology. Quantitative PCR is the goldstandard methodology for determination of DNA copy numbers, quantitatin...
Tobias P. Mann, Richard Humbert, John A. Stamatoya...
In this paper, we present a new co-training strategy that makes use of unlabelled data. It trains two predictors in parallel, with each predictor labelling the unlabelled data for...
We propose a new algorithm for dimensionality reduction and unsupervised text classification. We use mixture models as underlying process of generating corpus and utilize a novel,...