Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks
Cen Wan, David T. Jones
Topics & Concepts
Computer scienceBottleneckFeature (linguistics)Generative grammarMachine learningArtificial intelligenceFunction (biology)Protein function predictionSample (material)Task (project management)Adversarial systemQuality (philosophy)Data miningPattern recognition (psychology)Protein functionGeneEngineeringBiologyEpistemologyChemistryPhilosophyEvolutionary biologyBiochemistrySystems engineeringLinguisticsChromatographyEmbedded systemCell Image Analysis TechniquesProtein Structure and DynamicsMachine Learning in Bioinformatics