artificial intelligence | bio-/medical informatics | data mining & analysis | information extraction & visualization | machine learning | social network analysis
Osmar focuses on pattern discovery and information extraction from large databases, also known as data mining. Through the application of machine learning and methods of knowledge discovery, he devises ways to personalize applications, automate processes and improve upon current data science practices.
Osmar's research can be applied to various data-driven applications from relational analyses in networked data (e.g. Meerkat) to outlier detection and data visualization.