Evaluation of variable selection methods for random forests and omics data sets
Sign Up to like & getrecommendations! Published in 2019 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbx124
Abstract: Abstract Machine learning methods and in particular random forests are promising approaches for prediction based on high dimensional omics data sets. They provide variable importance measures to rank predictors according to their predictive power. If… read more here.
Keywords: data sets; evaluation variable; omics data; random forests ... See more keywords
Modeling and Experimental Evaluation of a Variable Hydraulic Transmission
Sign Up to like & getrecommendations! Published in 2020 at "IEEE/ASME Transactions on Mechatronics"
DOI: 10.1109/tmech.2019.2963880
Abstract: A low-loss hydraulic transmission offers an efficient and lightweight means to route power from a central source to distal actuators, with example applications in legged and wearable robots. For example, one could develop a completely… read more here.
Keywords: modeling experimental; hydraulic transmission; experimental evaluation; evaluation variable ... See more keywords
Development and evaluation of a variable, miniaturized oxygenator for various test methods.
Sign Up to like & getrecommendations! Published in 2022 at "Artificial organs"
DOI: 10.1111/aor.14465
Abstract: BACKGROUND Extracorporeal membrane oxygenation (ECMO) became an accepted therapy for the treatment of severe acute respiratory distress syndrome and chronic obstructive pulmonary disease. However, ECMO systems are still prone to thrombus formation and decrease of… read more here.
Keywords: oxygenator; variable miniaturized; evaluation variable; various test ... See more keywords