593 search results - page 20 / 119 » Optimizing Complex Loss Functions in Structured Prediction |
BMCBI
2005
14 years 9 months ago
2005
Background: The functional sites of a protein present important information for determining its cellular function and are fundamental in drug design. Accordingly, accurate methods...
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TIT
2011
14 years 4 months ago
2011
Motivated by a broad range of potential applications, we address the quantile prediction problem of real-valued time series. We present a sequential quantile forecasting model bas...
BMCBI
2008
2008
Modifying the DPClus algorithm for identifying protein complexes based on new topological structures
14 years 9 months ago
Background: Identification of protein complexes is crucial for understanding principles of cellular organization and functions. As the size of protein-protein interaction set incr...
ACL
2006
14 years 11 months ago
2006
Lasso is a regularization method for parameter estimation in linear models. It optimizes the model parameters with respect to a loss function subject to model complexities. This p...
BMCBI
2004
14 years 9 months ago
2004
Background: Protein-protein interactions play a critical role in protein function. Completion of many genomes is being followed rapidly by major efforts to identify interacting pr...