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WMG Data Science

The Data Science group, led by Professor Giovanni Montana, actively develops statistical pattern recognition algorithms for making sense of both static and streaming unstructured data such as images, networks and text. We are motivated by challenging data analytics problems arising in a wide spectrum of application domains from bioinformatics and medical imaging to transport and manufacturing. Our research interests include multivariate data analysis and machine learning approaches such as deep artificial neural networks.

Recent preprints can be found in arXiv. Below are some selected research areas with representative publications: