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KDD
2000
ACM
133views Data Mining» more  KDD 2000»
15 years 8 months ago
Data selection for support vector machine classifiers
The problem of extracting a minimal number of data points from a large dataset, in order to generate a support vector machine (SVM) classifier, is formulated as a concave minimiza...
Glenn Fung, Olvi L. Mangasarian
BMCBI
2010
134views more  BMCBI 2010»
15 years 4 months ago
ScreenMill: A freely available software suite for growth measurement, analysis and visualization of high-throughput screen data
Background: Many high-throughput genomic experiments, such as Synthetic Genetic Array and yeast two-hybrid, use colony growth on solid media as a screen metric. These experiments ...
John C. Dittmar, Robert J. D. Reid, Rodney Rothste...
BMCBI
2006
137views more  BMCBI 2006»
15 years 4 months ago
Curation of complex, context-dependent immunological data
Background: The Immune Epitope Database and Analysis Resource (IEDB) is dedicated to capturing, housing and analyzing complex immune epitope related data http:// www.immuneepitope...
Randi Vita, Kerrie Vaughan, Laura Zarebski, Nima S...
BMCBI
2010
135views more  BMCBI 2010»
15 years 4 months ago
Integration and visualization of systems biology data in context of the genome
Background: High-density tiling arrays and new sequencing technologies are generating rapidly increasing volumes of transcriptome and protein-DNA interaction data. Visualization a...
J. Christopher Bare, Tie Koide, David J. Reiss, Da...
CVPR
2007
IEEE
15 years 10 months ago
Hierarchical Structuring of Data on Manifolds
Manifold learning methods are promising data analysis tools. However, if we locate a new test sample on the manifold, we have to find its embedding by making use of the learned e...
Jun Li, Pengwei Hao