[HTML][HTML] Predicted proteinprotein interaction sites from local sequence information

Y Ofran, B Rost - FEBS letters, 2003 - Elsevier
… -redundant dataset of sequence segments for which we have high-resolution data about
proteinprotein interactions (true positives) and those that are not known to interact externally (…

Predicting proteinprotein interactions based only on sequences information

J Shen, J Zhang, X Luo, W Zhu, K Yu… - Proceedings of the …, 2007 - National Acad Sciences
… is better than that of other sequence-based PPI prediction methods … sequence information,
this method could be applied to the exploration of networks for any newly discovered protein

Combining sequence and network information to enhance proteinprotein interaction prediction

L Liu, X Zhu, Y Ma, H Piao, Y Yang, X Hao, Y Fu… - BMC …, 2020 - Springer
… We compare the performance of only using protein amino acid sequence information or
position information to make predictions. The auPR is the mean of 10-fold cross validation …

Predicting protein-protein interactions via multivariate mutual information of protein sequences

Y Ding, J Tang, F Guo - BMC bioinformatics, 2016 - Springer
protein sequences, we propose a novel method to fully describe key information of protein-protein
interaction. … , which is commonly used for protein sequence classification [26, 27]. Here …

Predicting RNA-protein interactions using only sequence information

UK Muppirala, VG Honavar, D Dobbs - BMC bioinformatics, 2011 - Springer
… performance in predicting mRNA-protein interactions. Further, our results suggest that
sequences of mRNAs and proteins carry sufficient information to allow reasonable predictions …

De novo prediction of RNA–protein interactions from sequence information

Y Wang, X Chen, ZP Liu, Q Huang, Y Wang… - Molecular …, 2013 - pubs.rsc.org
… The results of the wet experiment provided evidence for the effectiveness of our method
of de novo prediction of protein–RNA interaction only by sequence information. …

RPI-Pred: predicting ncRNA-protein interaction using sequence and structural information

V Suresh, L Liu, D Adjeroh, X Zhou - Nucleic acids research, 2015 - academic.oup.com
… 83% when using sequences and predicted protein and RNA … validated ncRNA-protein
interaction pairs from different … construction of ncRNA-protein interaction networks. The RPI-…

COFACTOR: improved protein function prediction by combining structure, sequence and proteinprotein interaction information

C Zhang, PL Freddolino, Y Zhang - Nucleic acids research, 2017 - academic.oup.com
sequence profile alignments and proteinprotein interaction networks. Large-scale benchmark
tests show that the new hybrid COFACTOR approach significantly improves the function …

Prediction of protein-protein interactions from protein sequence using local descriptors

L Yang, JF Xia, J Gui - Protein and peptide letters, 2010 - ingentaconnect.com
… Abstract: With a huge amount of protein sequence data, the computational method for
proteinprotein interaction (PPI) prediction using only the protein sequences information have …

Predicting proteinprotein interactions through sequence-based deep learning

S Hashemifar, B Neyshabur, AA Khan, J Xu - Bioinformatics, 2018 - academic.oup.com
… and predict PPIs from sequence information alone. Our … data and evolutionary information of
a protein pair under prediction. … to predict homodimeric interactions where other methods fail …