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JMLR
2010
136views more  JMLR 2010»
12 years 11 months ago
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
Hossein Rahmani, Hendrik Blockeel, Andreas Bender
BMCBI
2010
142views more  BMCBI 2010»
13 years 5 months ago
Discover Protein Complexes in Protein-Protein Interaction Networks Using Parametric Local Modularity
Background: Recent advances in proteomic technologies have enabled us to create detailed protein-protein interaction maps in multiple species and in both normal and diseased cells...
Jongkwang Kim, Kai Tan
CSB
2002
IEEE
230views Bioinformatics» more  CSB 2002»
13 years 9 months ago
Prediction of Protein Function Using Protein-Protein Interaction Data
Assigning functions to novel proteins is one of the most important problems in the post-genomic era. Several approaches have been applied to this problem, including analyzing gene...
Minghua Deng, Kui Zhang, Shipra Mehta, Ting Chen, ...
BIBM
2009
IEEE
140views Bioinformatics» more  BIBM 2009»
13 years 8 months ago
A Protein-Protein Interaction Prediction Method Embracing Intra-protein Domain Cohesion Information
Recently, many computational methods for predicting protein-protein interaction (PPI) have been developed by utilizing domain-domain interaction or associated information. However...
Woo-Hyuk Jang, Suk Hoon Jung, Bo-ra Hyun, Dong-Soo...
BIBE
2005
IEEE
154views Bioinformatics» more  BIBE 2005»
13 years 10 months ago
Effective Pre-Processing Strategies for Functional Clustering of a Protein-Protein Interactions Network
In this article we present novel preprocessing techniques, based on topological measures of the network, to identify clusters of proteins from Protein-protein interaction (PPI) ne...
Duygu Ucar, Srinivasan Parthasarathy, Sitaram Asur...