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» Predicting Peroxisomal Proteins
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BMCBI
2010
125views more  BMCBI 2010»
15 years 6 months ago
In-silico prediction of blood-secretory human proteins using a ranking algorithm
Background: Computational identification of blood-secretory proteins, especially proteins with differentially expressed genes in diseased tissues, can provide highly useful inform...
Qi Liu, Juan Cui, Qiang Yang, Ying Xu
IDEAL
2004
Springer
15 years 11 months ago
Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining
Proteins are known to perform a biological function by interacting with other proteins or compounds. Since protein–protein interaction is intrinsic to most cellular processes, pr...
Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang
BMCBI
2007
119views more  BMCBI 2007»
15 years 5 months ago
Efficacy of different protein descriptors in predicting protein functional families
Background: Sequence-derived structural and physicochemical descriptors have frequently been used in machine learning prediction of protein functional families, thus there is a ne...
Serene A. K. Ong, Hong Huang Lin, Yu Zong Chen, Ze...
BIOINFORMATICS
2008
135views more  BIOINFORMATICS 2008»
15 years 6 months ago
Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data
Motivation: Cellular processes often hinge upon specific interactions among proteins, and knowledge of these processes at a system level constitutes a major goal of proteomics. In...
Mudassar Iqbal, Alex Alves Freitas, Colin G. Johns...
BMCBI
2006
95views more  BMCBI 2006»
15 years 5 months ago
Predicting DNA-binding sites of proteins from amino acid sequence
Background: Understanding the molecular details of protein-DNA interactions is critical for deciphering the mechanisms of gene regulation. We present a machine learning approach f...
Changhui Yan, Michael Terribilini, Feihong Wu, Rob...