Amaral Lab

Complex systems such as metabolic pathways, ecosystems, and the Internet typically have a large number of components which may act according to rules that may change over time and that may not be well understood; the connectivity of the components may be quite plastic and roles may be fluid.

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Databases & Data 1 AI & Machine Learning 1

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High-reproducibility and high-accuracy method for automated topic classification

2015142 points36 comments Databases & Data details

Much of human knowledge sits in large databases of unstructured text. Leveraging this knowledge requires algorithms that extract and record metadata on unstructured text documents. Assigning topics to documents will enable intelligent searching, statistical characterization, and meaningful classification. Latent…