A review on the recent developments of sequence-based protein feature extraction methods

J Zhang, B Liu - Current Bioinformatics, 2019 - ingentaconnect.com
Background: Proteins play a crucial role in life activities, such as catalyzing metabolic
reactions, DNA replication, responding to stimuli, etc. Identification of protein structures and …

Computational analysis and prediction of lysine malonylation sites by exploiting informative features in an integrative machine-learning framework

Y Zhang, R ** protein sequences to folds
J Hou, B Adhikari, J Cheng - Bioinformatics, 2018 - academic.oup.com
Motivation Protein fold recognition is an important problem in structural bioinformatics.
Almost all traditional fold recognition methods use sequence (homology) comparison to …

[HTML][HTML] Pse-in-One 2.0: an improved package of web servers for generating various modes of pseudo components of DNA, RNA, and protein sequences

B Liu, H Wu, KC Chou - Natural science, 2017 - scirp.org
Pse-in-One 2.0 is a package of web-servers evolved from Pse-in-One (Liu, B., Liu, F., Wang,
X., Chen, J. Fang, L. & Chou, KC Nucleic Acids Research, 2015, 43: W65-W71). In order to …

Gram-positive and Gram-negative protein subcellular localization by incorporating evolutionary-based descriptors into Chou׳ s general PseAAC

A Dehzangi, R Heffernan, A Sharma, J Lyons… - Journal of theoretical …, 2015 - Elsevier
Protein subcellular localization is defined as predicting the functioning location of a given
protein in the cell. It is considered an important step towards protein function prediction and …

MULTiPly: a novel multi-layer predictor for discovering general and specific types of promoters

M Zhang, F Li, TT Marquez-Lago, A Leier, C Fan… - …, 2019 - academic.oup.com
Motivation Promoters are short DNA consensus sequences that are localized proximal to the
transcription start sites of genes, allowing transcription initiation of particular genes …