Identifying membrane proteins and their multi-functional types is an indispensable yet challenging topic in proteomics and bioinformatics.
Experimental results show that Mem-ADSVM significantly outperforms state-of-the-art predictors in terms of identifying both membrane proteins and their multi-functional types.
To address these problems, this paper proposes a two-layer multi-label predictor, namely Mem-ADSVM, which can identify membrane proteins (Layer I) and their multi-functional types (Layer II).
However, most of the existing membrane-protein predictors have the following problems: (1) they do not predict whether a given protein is a membrane protein or not; (2) they are limited to predicting membrane proteins with single-label functional types but ignore those with multi-functional types; and (3) there is still much room for improvement for their performance.
In addition, the work highlights the shortcomings of applying transferable values to multi-functional habitat types, calling for a closer consideration of social-ecological contexts in the valuation of ecosystem services.
These functional types are described below.
Turned a washing machine drum into a coffee table using toughened frosted glass, castors and multi functional LED's.
Hand4help Hand4help is developing low-cost, multi functional, 3D-printed robotic hand prosthesis for amputees.
She leads a multi functional life and the clothing she wears should reflect that.
We previously reported that an octaarginine (R8 -modified tetR8 -modifiedmultetra-lamellarenvelope-type nano device (R8-T-MEND) increases transfection efficiency in dendritic cell cultures (JAWS II).
We found up-regulation of the mitochondrial trifunctional protein HADHA, the mitochondrial fatty acid transporter carnitine palmitoyltransferase (Cpt1a), lipoprotein lipase (Lpl), the mitochondrial acyl-CoA dehydrogenases (ACADS, ACADV and ACADSB) and of peroxisomal multi-functional enzyme type 2 (Hsd17b4).
