Protein-protein interaction prediction using a hybrid feature representation and a stacked generalization scheme
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Title
Protein-protein interaction prediction using a hybrid feature representation and a stacked generalization scheme
Authors
Keywords
Protein-protein interaction, Stacked generalization, Gene ontology, Network topology
Journal
BMC BIOINFORMATICS
Volume 20, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2019-06-10
DOI
10.1186/s12859-019-2907-1
References
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Note: Only part of the references are listed.- Co-complex protein membership evaluation using Maximum Entropy on GO ontology and InterPro annotation
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- A New Feature Vector Based on Gene Ontology Terms for Protein-Protein Interaction Prediction
- (2017) Sanghamitra Bandyopadhyay et al. IEEE-ACM Transactions on Computational Biology and Bioinformatics
- DeepPPI: Boosting Prediction of Protein–Protein Interactions with Deep Neural Networks
- (2017) Xiuquan Du et al. Journal of Chemical Information and Modeling
- TRI_tool: a web-tool for prediction of protein–protein interactions in human transcriptional regulation
- (2016) Vladimir Perovic et al. BIOINFORMATICS
- Sequence-based prediction of protein-protein interactions using weighted sparse representation model combined with global encoding
- (2016) Yu-An Huang et al. BMC BIOINFORMATICS
- Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis
- (2013) Zhu-Hong You et al. BMC BIOINFORMATICS
- Gene Ontology-driven inference of protein–protein interactions using inducers
- (2011) Stefan R. Maetschke et al. BIOINFORMATICS
- Predicting protein-protein interactions on a proteome scale by matching evolutionary and structural similarities at interfaces using PRISM
- (2011) Nurcan Tuncbag et al. Nature Protocols
- An improved method for scoring protein-protein interactions using semantic similarity within the Gene Ontology
- (2010) Shobhit Jain et al. BMC BIOINFORMATICS
- Critical assessment of sequence-based protein-protein interaction prediction methods that do not require homologous protein sequences
- (2009) Yungki Park BMC BIOINFORMATICS
- Semantic Similarity in Biomedical Ontologies
- (2009) Catia Pesquita et al. PLoS Computational Biology
- Gene Ontology term overlap as a measure of gene functional similarity
- (2008) Meeta Mistry et al. BMC BIOINFORMATICS
- Using support vector machine combined with auto covariance to predict protein–protein interactions from protein sequences
- (2008) Yanzhi Guo et al. NUCLEIC ACIDS RESEARCH
- Human Protein Reference Database--2009 update
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