An automated method for finding molecular complexes in large protein interaction networks
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 …
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
Multiprotein complexes play central roles in many cellular pathways. Although many high-
throughput experimental techniques have already enabled systematic screening of pairwise …
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 …
high-throughput methods have been developed to obtain a global description of the …
Predicting interactions in protein networks by completing defective cliques
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 …
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
Background Most proteins form macromolecular complexes to perform their biological
functions. However, experimentally determined protein complex data, especially of those …
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 …
to proteomics. Advanced proteomics technologies such as two-hybrid assay, mass …
Detecting overlapping protein complexes in protein-protein interaction networks
We introduce clustering with overlapping neighborhood expansion (ClusterONE), a method
for detecting potentially overlapping protein complexes from protein-protein interaction data …
for detecting potentially overlapping protein complexes from protein-protein interaction data …
Complex discovery from weighted PPI networks
Motivation: Protein complexes are important for understanding principles of cellular
organization and function. High-throughput experimental techniques have produced a large …
organization and function. High-throughput experimental techniques have produced a large …
Conserved network motifs allow protein–protein interaction prediction
Motivation: High-throughput protein interaction detection methods are strongly affected by
false positive and false negative results. Focused experiments are needed to complement …
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
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 …
cellular organization and functions. As the size of protein-protein interaction set increases, a …
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