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BIOINFORMATICS
2006
92views more  BIOINFORMATICS 2006»
13 years 10 months ago
What should be expected from feature selection in small-sample settings
Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
Chao Sima, Edward R. Dougherty
BMCBI
2006
153views more  BMCBI 2006»
13 years 10 months ago
Automatic document classification of biological literature
Background: Document classification is a wide-spread problem with many applications, from organizing search engine snippets to spam filtering. We previously described Textpresso, ...
David Chen, Hans-Michael Müller, Paul W. Ster...
CORR
2006
Springer
137views Education» more  CORR 2006»
13 years 9 months ago
Lambda Types on the Lambda Calculus with Abbreviations
for an informal presentation at CIE 2007 [2] is a typed -calculus that pursues the reuse of the term constructions both at the level of types and at the level of contexts, while en...
F. Guidi
BMCBI
2007
123views more  BMCBI 2007»
13 years 9 months ago
Robust clustering in high dimensional data using statistical depths
Background: Mean-based clustering algorithms such as bisecting k-means generally lack robustness. Although componentwise median is a more robust alternative, it can be a poor cent...
Yuanyuan Ding, Xin Dang, Hanxiang Peng, Dawn Wilki...
BMCBI
2007
59views more  BMCBI 2007»
13 years 9 months ago
Environment specific substitution tables for thermophilic proteins
Background: Thermophilic organisms are able to live at high temperatures ranging from 50 to > 100°C. Their proteins must be sufficiently stable to function under these extreme...
K. Mizuguchi, M. Sele, Maria Vittoria Cubellis