We present a physichemical encoding method that maps protein sequences into feature vectors composed of the locations and lengths of amino acid groups (AAGs) ...
Abstract. Computational prediction of protein localization is one common way to characterize the functions of newly sequenced proteins. Sequence features.
Abstract. Computational prediction of protein localization is one common way to characterize the functions of newly sequenced proteins. Sequence features.
Hu, J. & Zhang, F. (2009). Improving protein localization prediction using amino acid group based physiochemical encoding. Lecture Notes in Computer Science / ...
People also ask
How do you predict the localization of a protein?
What techniques are used to study protein localization?
What are the methods of amino acid encoding?
What is the most efficient and informative method to determine or predict the amino acid sequence of a protein?
It is shown that AAG based features are able to achieve higher prediction accuracy than the widely used AA composition and AA pair composition to ...
Bibliographic details on Improving Protein Localization Prediction Using Amino Acid Group Based Physichemical Encoding.
Improving Protein Subcellular Location Classification by ... - NCBI
www.ncbi.nlm.nih.gov › PMC8615982
Oct 29, 2021 · As such, this study attempted to use the composition and chemical properties of the protein surface to represent the proteins. The surface amino ...
Dec 2, 2022 · We present a method that improves subcellular localization prediction for proteins based on their sequence by leveraging structure prediction ...
Missing: Group Physichemical
[PDF] Improving Protein Subcellular Localization Prediction ... - bioRxiv
biorxiv.org › cgi › reprint
Dec 2, 2022 · We present a method that improves subcellular localization prediction for proteins based on their sequence by leveraging structure prediction ...
Missing: Group Physichemical
Mar 6, 2019 · Lin et al. refined the PseAAC based on the physico-chemical characteristics of the 20 amino acids, and adopted SVM to predict protein ...
Missing: Physichemical | Show results with:Physichemical