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» Predicting protein function from domain content
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BMCBI
2008
228views more  BMCBI 2008»
14 years 9 months ago
Adaptive diffusion kernel learning from biological networks for protein function prediction
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
Liang Sun, Shuiwang Ji, Jieping Ye
KDD
2000
ACM
107views Data Mining» more  KDD 2000»
15 years 1 months ago
Genome scale prediction of protein functional class from sequence using data mining
Ross D. King, Andreas Karwath, Amanda Clare, Luc D...
BMCBI
2007
80views more  BMCBI 2007»
14 years 9 months ago
Predicting gene ontology functions from protein's regional surface structures
Zhi-Ping Liu, Ling-Yun Wu, Yong Wang, Luonan Chen,...
86
Voted
BMCBI
2008
184views more  BMCBI 2008»
14 years 9 months ago
Integrating protein-protein interactions and text mining for protein function prediction
Background: Functional annotation of proteins remains a challenging task. Currently the scientific literature serves as the main source for yet uncurated functional annotations, b...
Samira Jaeger, Sylvain Gaudan, Ulf Leser, Dietrich...
65
Voted
BMCBI
2006
129views more  BMCBI 2006»
14 years 9 months ago
Functional clustering of yeast proteins from the protein-protein interaction network
Background: The abundant data available for protein interaction networks have not yet been fully understood. New types of analyses are needed to reveal organizational principles o...
Taner Z. Sen, Andrzej Kloczkowski, Robert L. Jerni...