Brett Poulin, Duane Szafron, Paul Lu, Russell Greiner, David Wishart, Roman Eisner, Alona Fyshe, Brandon Pearcy, Luca Pireddu
Proteome Analyst (PA) is a publicly available, high-throughput, web-based system for automatically predicting the function and properties of proteins. Biologists can use PA to predict, for example, the Gene Ontology (GO) molecular function and subcellular localization of a protein based on sequence information. Using sequence analysis tools and machine learning, PA gives high accuracy and broad coverage for both molecular function and subcellular localization predictions.
Subjects: 12. Machine Learning and Discovery