Nicos Angelopoulos

Expertise

Areas of expertise

  • probabilistic reasoning
  • Bayesian networks, graphical models and causality
  • parameter estimation via EM (Expectation-Maximisation)
  • Bayesian model averaging (MCMC- Markov chain Monte Carlo) algorithms
  • Prolog programming
  • probabilistic extensions to Prolog (Prism, SLPs, MLNs, ProbLog)
  • linux/unix
  • average R programming
  • focal adhesion dynamics
  • kinase signaling
  • latex
  • MySQL (with related web services)