An automated method for finding molecular complexes in large protein interaction networks

GD Bader, CWV Hogue - BMC bioinformatics, 2003 - Springer
Background Recent advances in proteomics technologies such as two-hybrid, phage
display and mass spectrometry have enabled us to create a detailed map of biomolecular …

Discovering protein complexes in dense reliable neighborhoods of protein interaction networks

XL Li, CS Foo, SK Ng - Computational Systems Bioinformatics …, 2007 - World Scientific
Multiprotein complexes play central roles in many cellular pathways. Although many high-
throughput experimental techniques have already enabled systematic screening of pairwise …

Evaluation of clustering algorithms for protein-protein interaction networks

S Brohee, J Van Helden - BMC bioinformatics, 2006 - Springer
Background Protein interactions are crucial components of all cellular processes. Recently,
high-throughput methods have been developed to obtain a global description of the …

Predicting interactions in protein networks by completing defective cliques

H Yu, A Paccanaro, V Trifonov, M Gerstein - Bioinformatics, 2006 - academic.oup.com
Datasets obtained by large-scale, high-throughput methods for detecting protein–protein
interactions typically suffer from a relatively high level of noise. We describe a novel method …

Computational approaches for detecting protein complexes from protein interaction networks: a survey

X Li, M Wu, CK Kwoh, SK Ng - BMC genomics, 2010 - Springer
Background Most proteins form macromolecular complexes to perform their biological
functions. However, experimentally determined protein complex data, especially of those …

Development and implementation of an algorithm for detection of protein complexes in large interaction networks

M Altaf-Ul-Amin, Y Shinbo, K Mihara, K Kurokawa… - BMC …, 2006 - Springer
Background After complete sequencing of a number of genomes the focus has now turned
to proteomics. Advanced proteomics technologies such as two-hybrid assay, mass …

Detecting overlapping protein complexes in protein-protein interaction networks

T Nepusz, H Yu, A Paccanaro - Nature methods, 2012 - nature.com
We introduce clustering with overlapping neighborhood expansion (ClusterONE), a method
for detecting potentially overlapping protein complexes from protein-protein interaction data …

Complex discovery from weighted PPI networks

G Liu, L Wong, HN Chua - Bioinformatics, 2009 - academic.oup.com
Motivation: Protein complexes are important for understanding principles of cellular
organization and function. High-throughput experimental techniques have produced a large …

Conserved network motifs allow protein–protein interaction prediction

I Albert, R Albert - Bioinformatics, 2004 - academic.oup.com
Motivation: High-throughput protein interaction detection methods are strongly affected by
false positive and false negative results. Focused experiments are needed to complement …

Modifying the DPClus algorithm for identifying protein complexes based on new topological structures

M Li, J Chen, J Wang, B Hu, G Chen - BMC bioinformatics, 2008 - Springer
Background Identification of protein complexes is crucial for understanding principles of
cellular organization and functions. As the size of protein-protein interaction set increases, a …