# Publications

DPhil thesis, peer reviewed publications, technical reports, position papers etc., in reverse chronological order.## 2013

- Dense Structural Expectation Maximisation with Parallelisation for Efficient Large-Network Structural Inference (Fogelberg, Palade)

## 2010

- The Structural Inference of Large Regulatory Networks (DPhil thesis) (Fogelberg)
- GreenSim: A network simulator for comprehensively validating and evaluating new machine learning techniques for network structural inference (Fogelberg, Palade)

## 2009

- Evaluating clustering algorithms for genetic regulatory network structural inference (Fogelberg, Palade)
- Machine learning and genetic regulatory networks: a review and a roadmap (Fogelberg, Palade)

## 2008

- Fuzzy Bayesian networks for network inference (Transfer Report) (Fogelberg)
- Belief propagation in fuzzy Bayesian networks: A worked example (Fogelberg)
- Belief propagation in fuzzy Bayesian networks (Fogelberg, Palade, Assheton)
- Position Paper: Is the number of parameters the best measure of complexity? (Fogelberg, Palade)

## 2007

- A linear structured approach and a refined fitness function in genetic programming for multi-class object classification (Zhang, Fogelberg, Ma)
- Ownership meets Java (Fogelberg, Potanin, Noble)
- Genetic programming for image recognition: an LGP approach (Zhang, Fogelberg)

## 2005

- VUWLGP: an ANSI C++ linear GP package (CS-TR-05/8) (Fogelberg, Zhang)
- Linear GP for multi-class classification problems (Dissertation) (Fogelberg)
- Linear GP for multi-class object classification (Fogelberg, Zhang)