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APBC
2008
206views Bioinformatics» more  APBC 2008»
13 years 6 months ago
Supervised Ensembles of Prediction Methods for Subcellular Localization
Johannes Aßfalg, Jing Gong, Hans-Peter Krieg...
BMCBI
2006
150views more  BMCBI 2006»
13 years 4 months ago
Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains
Background: The subcellular location of a protein is closely related to its function. It would be worthwhile to develop a method to predict the subcellular location for a given pr...
Alla Bulashevska, Roland Eils
APBC
2004
166views Bioinformatics» more  APBC 2004»
13 years 6 months ago
A Novel Method for Protein Subcellular Localization Based on Boosting and Probabilistic Neural Network.
Subcellular localization is a key functional characteristic of proteins. An automatic, reliable and efficient prediction system for protein subcellular localization is needed for ...
Jian Guo, Yuanlie Lin, Zhirong Sun
BMCBI
2007
96views more  BMCBI 2007»
13 years 5 months ago
Protein subcellular localization prediction based on compartment-specific features and structure conservation
Motivation: Protein subcellular localization is crucial for genome annotation, protein function prediction, and drug discovery. However, since determining subcellular localization...
Emily Chia-Yu Su, Hua-Sheng Chiu, Allan Lo, Jenn-K...
PRIB
2009
Springer
209views Bioinformatics» more  PRIB 2009»
13 years 11 months ago
Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm
For many biomedical modelling tasks a number of different types of data may influence predictions made by the model. An established approach to pursuing supervised learning with ...
Yiming Ying, Colin Campbell, Theodoros Damoulas, M...