To make sense of big heterogeneous data, imec research groups at UAntwerpen, UGent and KU Leuven devise innovative mathematical/signal representations, statistical models, (deep) machine learning architectures and semantic reasoning techniques to analyze distributed and non-distributed data in resource-limited and abundant-resources settings.