Recent advances in clustering methods for protein interaction networks

J Wang, M Li, Y Deng, Y Pan - BMC genomics, 2010 - Springer
The increasing availability of large-scale protein-protein interaction data has made it
possible to understand the basic components and organization of cell machinery from the …

A fast hierarchical clustering algorithm for functional modules discovery in protein interaction networks

J Wang, M Li, J Chen, Y Pan - IEEE/ACM Transactions on …, 2010 - ieeexplore.ieee.org
As advances in the technologies of predicting protein interactions, huge data sets portrayed
as networks have been available. Identification of functional modules from such networks is …

An ensemble framework for clustering protein–protein interaction networks

S Asur, D Ucar, S Parthasarathy - Bioinformatics, 2007 - academic.oup.com
Abstract Motivation: Protein–Protein Interaction (PPI) networks are believed to be important
sources of information related to biological processes and complex metabolic functions of …

[LIBRO][B] Protein interaction networks: computational analysis

A Zhang - 2009 - books.google.com
The analysis of protein-protein interactions is fundamental to the understanding of cellular
organization, processes, and functions. Recent large-scale investigations of protein-protein …

Identifying protein complexes based on an edge weight algorithm and core-attachment structure

R Wang, G Liu, C Wang - BMC bioinformatics, 2019 - Springer
Background Protein complex identification from protein-protein interaction (PPI) networks is
crucial for understanding cellular organization principles and functional mechanisms. In …

Increasing the reliability of protein–protein interaction networks via non-convex semantic embedding

L Zhu, ZH You, DS Huang - Neurocomputing, 2013 - Elsevier
Over the last decade, the development of high-throughput techniques has resulted in a rapid
accumulation of protein–protein interaction (PPI) data. However, the high-throughput …

Improving functional modularity in protein-protein interactions graphs using hub-induced subgraphs

D Ucar, S Asur, U Catalyurek… - European Conference on …, 2006 - Springer
Abstract Dense subgraphs of Protein-Protein Interaction (PPI) graphs are believed to be
potential functional modules and play an important role in inferring the functional behavior of …

Line graphs as social networks

MJ Krawczyk, L Muchnik, A Mańka-Krasoń… - Physica A: Statistical …, 2011 - Elsevier
It was demonstrated recently that the line graphs are clustered and assortative. These
topological features are known to characterize some social networks [MEJ Newman, Y. Park …

PINCoC: A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks

C Pizzuti, SE Rombo - … Data Engineering and Automated Learning-IDEAL …, 2007 - Springer
A novel technique to search for functional modules in a protein-protein interaction network is
presented. The network is represented by the adjacency matrix associated with the …

A knowledge-based decision support system in bioinformatics: an application to protein complex extraction

A Fiannaca, M La Rosa, A Urso, R Rizzo, S Gaglio - BMC bioinformatics, 2013 - Springer
Abstract Background We introduce a Knowledge-based Decision Support System (KDSS) in
order to face the Protein Complex Extraction issue. Using a Knowledge Base (KB) coding …