A comprehensive review of the imbalance classification of protein post-translational modifications
Post-translational modifications (PTMs) play significant roles in regulating protein structure,
activity and function, and they are closely involved in various pathologies. Therefore, the …
activity and function, and they are closely involved in various pathologies. Therefore, the …
[HTML][HTML] Functions and mechanisms of lysine glutarylation in eukaryotes
L Xie, Y Xiao, F Meng, Y Li, Z Shi… - Frontiers in Cell and …, 2021 - frontiersin.org
Lysine glutarylation (Kglu) is a newly discovered post-translational modification (PTM),
which is considered to be reversible, dynamic, and conserved in prokaryotes and …
which is considered to be reversible, dynamic, and conserved in prokaryotes and …
iGluK-Deep: computational identification of lysine glutarylation sites using deep neural networks with general pseudo amino acid compositions
Lysine glutarylation is a post-translation modification which plays an important regulatory
role in a variety of physiological and enzymatic processes including mitochondrial functions …
role in a variety of physiological and enzymatic processes including mitochondrial functions …
DeepFeature: feature selection in nonimage data using convolutional neural network
Artificial intelligence methods offer exciting new capabilities for the discovery of biological
mechanisms from raw data because they are able to detect vastly more complex patterns of …
mechanisms from raw data because they are able to detect vastly more complex patterns of …
CNN-Pred: Prediction of single-stranded and double-stranded DNA-binding protein using convolutional neural networks
DNA-binding proteins play a vital role in biological activity including DNA replication, DNA
packing, and DNA reparation. DNA-binding proteins can be classified into single-stranded …
packing, and DNA reparation. DNA-binding proteins can be classified into single-stranded …
Deepro-Glu: combination of convolutional neural network and Bi-LSTM models using ProtBert and handcrafted features to identify lysine glutarylation sites
X Wang, Z Ding, R Wang, X Lin - Briefings in Bioinformatics, 2023 - academic.oup.com
Lysine glutarylation (Kglu) is a newly discovered post-translational modification of proteins
with important roles in mitochondrial functions, oxidative damage, etc. The established …
with important roles in mitochondrial functions, oxidative damage, etc. The established …
[HTML][HTML] New boosting approaches for improving cluster-based undersampling in problems with imbalanced data
IA Khandokar, S Shatabda - Decision Analytics Journal, 2023 - Elsevier
Class unbalanced datasets are frequently encountered in a variety of areas including health,
security, and finance. Often these datasets create bias in the supervised learning models …
security, and finance. Often these datasets create bias in the supervised learning models …
Emerging trends in post-translational modification: Shedding light on Glioblastoma multiforme
Recent multi-omics studies, including proteomics, transcriptomics, genomics, and
metabolomics have revealed the critical role of post-translational modifications (PTMs) in the …
metabolomics have revealed the critical role of post-translational modifications (PTMs) in the …
PLP_FS: prediction of lysine phosphoglycerylation sites in protein using support vector machine and fusion of multiple F_Score feature selection
M Sohrawordi, MA Hossain… - Briefings in …, 2022 - academic.oup.com
A newly invented post-translational modification (PTM), phosphoglycerylation, has shown its
essential role in the construction and functional properties of proteins and dangerous human …
essential role in the construction and functional properties of proteins and dangerous human …
FCCCSR_Glu: a semi-supervised learning model based on FCCCSR algorithm for prediction of glutarylation sites
Q Ning, Z Qi, Y Wang, A Deng… - Briefings in …, 2022 - academic.oup.com
Glutarylation is a post-translational modification which plays an irreplaceable role in various
functions of the cell. Therefore, it is very important to accurately identify the glutarylation …
functions of the cell. Therefore, it is very important to accurately identify the glutarylation …