Using physical features of protein core packing to distinguish real proteins from decoys
Sign Up to like & getrecommendations! Published in 2020 at "Protein Science"
DOI: 10.1002/pro.3914
Abstract: The ability to consistently distinguish real protein structures from computationally generated model decoys is not yet a solved problem. One route to distinguish real protein structures from decoys is to delineate the important physical features… read more here.
Keywords: protein; real protein; distinguish real; features protein ... See more keywords
Extracting features from protein sequences to improve deep extreme learning machine for protein fold recognition.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of theoretical biology"
DOI: 10.1016/j.jtbi.2017.03.023
Abstract: Protein fold recognition is an important problem in bioinformatics to predict three-dimensional structure of a protein. One of the most challenging tasks in protein fold recognition problem is the extraction of efficient features from the… read more here.
Keywords: features protein; protein fold; protein sequences; fold recognition ... See more keywords
A novel fusion based on the evolutionary features for protein fold recognition using support vector machines
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-71172-x
Abstract: Protein fold recognition plays a crucial role in discovering three-dimensional structure of proteins and protein functions. Several approaches have been employed for the prediction of protein folds. Some of these approaches are based on extracting… read more here.
Keywords: information; support vector; features protein; protein fold ... See more keywords
Hierarchical propagation of structural features in protein nanomaterials.
Sign Up to like & getrecommendations! Published in 2022 at "Nanoscale"
DOI: 10.1039/d1nr05571b
Abstract: Natural high-performance materials have inspired the exploration of novel materials from protein building blocks. The ability of proteins to self-organize into amyloid-like nanofibrils has opened an avenue to new materials by hierarchical assembly processes. As… read more here.
Keywords: propagation structural; assembly; features protein; hierarchical propagation ... See more keywords