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Discipline

Computing

Description

Bioinformatics is the application of computational methods in the representation and analysis of biological data. The availability of data from genome sequencing and high-throughput measurements in the human and other biological species has fuelled an explosive growth of bioinformatics during the past two decades. Research in bioinformatics has the potential to steer biological discovery in genomics, medical science and pharmaceutical applications.

The research scope of the Algorithms and Data Analysis (ADA) group ranges from theoretical computational-complexity issues, through design and analysis of algorithms and data structures for generic computational problems, to developing machine learning algorithms that are able to apply but also acquire new knowledge, adapt to environment, and process new inputs. Particular emphasis is placed on developing algorithmic solutions and concrete implementations for various applications, focusing on applications engaging with verticals such as health, security, and finance.