Developing statistical learning (inference and prediction) methodology for dynamic systems (applied to infectious diseases; system biology; clinical decision support)
Application of data mining and statistical/machine learning algorithms to spatio temporal data (GIS), mobile networks, digital advertising, and other domains of big data
Nonparametric statistics and deconvolution problems
Receiver Operating Characteristic (ROC) curve methodology in measurement error models