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» Over-optimism in bioinformatics: an illustration
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BIOINFORMATICS
2010
81views more  BIOINFORMATICS 2010»
13 years 11 months ago
Over-optimism in bioinformatics: an illustration
Monika Jelizarow, Vincent Guillemot, Arthur Tenenh...
BMCBI
2007
147views more  BMCBI 2007»
13 years 11 months ago
Bias in random forest variable importance measures: Illustrations, sources and a solution
Variable importance measures for random forests have been receiving increased attention as a means of variable selection in many classification tasks in bioinformatics and relate...
Carolin Strobl, Anne-Laure Boulesteix, Achim Zeile...
BIB
2006
150views more  BIB 2006»
13 years 11 months ago
Open source tools and toolkits for bioinformatics: significance, and where are we?
This review summarizes important work in open-source bioinformatics software that has occurred over the past couple of years. The survey is intended to illustrate how programs and...
Jason E. Stajich, Hilmar Lapp
MAGS
2007
100views more  MAGS 2007»
13 years 10 months ago
Engineering agent-mediated integration of bioinformatics analysis tools
Abstract. The availability of massive amounts of biological data, distributed in various data sources, has prompted the development of a wide range of data analysis tools. However,...
Vassilis Koutkias, Andigoni Malousi, Nicos Maglave...
CSEE
2009
Springer
14 years 5 months ago
Software Engineering Education for Bioinformatics
As software engineering educators, it is important for us to realize the increasing domainspecificity of software, and incorporate these changes in our design of teaching material...
Medha Umarji, Carolyn B. Seaman, Akif Günes K...