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Protein Function Prediction using Phylogenomics, Domain Architecture Analysis, Data Integration, and Lexical Scoring
(2015-03-18)
“As the number of sequenced genomes rapidly grows, the overwhelming majority of protein products can only be annotated computationally.” (Radivojac, Clark, Oron, et al. 2013) With this goal, three new protein function ...
Development and Interpretation of Machine Learning Models for Drug Discovery
(2015-11-19)
In drug discovery, domain experts from different fields such as medicinal chemistry, biology, and computer science often collaborate to develop novel pharmaceutical agents. Computational models developed in this process ...