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BIOINFORMATICS
2005
109views more  BIOINFORMATICS 2005»
13 years 7 months ago
Prediction error estimation: a comparison of resampling methods
In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future obser...
Annette M. Molinaro, Richard Simon, Ruth M. Pfeiff...
BIOINFORMATICS
2004
99views more  BIOINFORMATICS 2004»
13 years 7 months ago
EST clustering error evaluation and correction
Motivation: The gene expression intensity information conveyed by (EST) Expressed Sequence Tag data can be used to infer important cDNA library properties, such as gene number and...
Ji-Ping Z. Wang, Bruce G. Lindsay 0002, James Leeb...
BIBM
2008
IEEE
107views Bioinformatics» more  BIBM 2008»
14 years 2 months ago
Multiway Clustering for Creating Biomedical Term Sets
We present an EM-based clustering method that can be used for constructing or augmenting ontologies such as MeSH. Our algorithm simultaneously clusters verbs and nouns using both ...
Vasileios Kandylas, Lyle H. Ungar, Ted Sandler, Sh...
BIBE
2007
IEEE
214views Bioinformatics» more  BIBE 2007»
14 years 2 months ago
Histogram Transformation for Inter-Modality Image Registration
Abstract—This paper describes an efficient image transformation method based on histogram information and some prior knowledge of tissue expression in different modalities for r...
Joerg Meyer
BIBE
2006
IEEE
14 years 1 months ago
Extending Pattern Branching to Handle Challenging Instances
We consider the planted motif search problem, a problem that arises from the need to find transcription factor-binding sites in genomic information. One of the fastest non-exact a...
Jaime Davila, Sanguthevar Rajasekaran