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AIEDAM
2007
105views more  AIEDAM 2007»
15 years 6 months ago
Biomimetic design through natural language analysis to facilitate cross-domain information retrieval
Biomimetic, or biologically inspired, design uses analogous biological phenomena to develop solutions for engineering problems. Several instances of biomimetic design result from ...
Ivey Chiu, L. H. Shu
BMCBI
2010
130views more  BMCBI 2010»
15 years 6 months ago
The behaviour of random forest permutation-based variable importance measures under predictor correlation
Background: Random forests (RF) have been increasingly used in applications such as genome-wide association and microarray studies where predictor correlation is frequently observ...
Kristin K. Nicodemus, James D. Malley, Carolin Str...
BMCBI
2010
77views more  BMCBI 2010»
15 years 6 months ago
web cellHTS2: A web-application for the analysis of high-throughput screening data
Background: The analysis of high-throughput screening data sets is an expanding field in bioinformatics. Highthroughput screens by RNAi generate large primary data sets which need...
Oliver Pelz, Moritz Gilsdorf, Michael Boutros
BMCBI
2008
219views more  BMCBI 2008»
15 years 6 months ago
Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
Guangtao Ge, G. William Wong
BMCBI
2010
164views more  BMCBI 2010»
15 years 6 months ago
Flexible network reconstruction from relational databases with Cytoscape and CytoSQL
Background: Molecular interaction networks can be efficiently studied using network visualization software such as Cytoscape. The relevant nodes, edges and their attributes can be...
Kris Laukens, Jens Hollunder, Thanh Hai Dang, Geer...