Many aspects of probabilistic modelling, identity uncertainty, expressive probability models.
Gesture recognition, Gaussian Process priors, control systems, probabilistic intelligent interfaces.
Brain Computer Interface.
Automated Analysis of ECG.
Neural computing, data mining, evolutionary computing, ensemble networks.
Statistical signal and image processing, natural image modelling, graphical models.
Neural networks and nonlinear modelling for process engineering.
Probabilistic graphical modeling, statistical learning theory, pattern recognition, prediction, and causality.
Particle filtering and Monte Carlo Markov Chain methods.
Computational learning theory, discrete mathematics.