AI Graduate Theses (completed)

(this list has not been kept up to date!)

Student ThesisSorted ascending degree supervisor
Huayang Xie (Jason) An Analysis of Selection in Genetic Programming PhD Mengjie Zhang and Peter Andreae
Mukhlis Matti Clustering algorithms MSc Peter Andreae
Thomas Roehr Control of a hierarchical team of robots for Urban Search and Rescue MSc Peter Andreae and Dale Carnegie
Anna Friedlander Detection of faint sources in radio astronomy images MSc Marcus Frean, Chris Hollitt, and Melanie Johnston-Hollitt
Tony Butler-Yeoman Disentangling complex causes with deep neural nets MSc Marcus Frean with Prof Stephen Marsland
Jeromé Dolman Exploring mechanisms of retino-tectal development MSc Marcus Frean
Phillip Boyle Gaussian Processes for Regression and Optimization PhD Marcus Frean
Will Smart Genetic programming PhD Mengjie Zhang and Peter Andreae
Urvesh Bhowan Genetic Programming for Classification with Unbalanced Data PhD Mengjie Zhang and Mark Johnston
Maciej Wojnar Learning actions in complex worlds PhD Peter Andreae
Rohitash Chandra Learning algorithms for recurrent neural networks PhD Marcus Frean and Mengjie Zhang
Yun Zhang Learning and Knowledge Transfer in Recommender Systems PhD Peter Andreae
Adam Clarke Machine Learning for complex worlds MSc Peter Andreae
Keith Cassell Machine learning, knowledge representation and automated refactoring PhD Peter Andreae and Lindsay Groves
Sergio Hernandez Multiple target tracking algorithms PhD Marcus Frean and Paul Teal
Russell Tod Online Unsupervised Learning with Spiking Neurons MSc Marcus Frean
Mahdi Setayesh Particle Swarm Optimisation for Image Recognition PhD Mengjie Zhang and Mark Johnston
Tim Field Policy-gradient learning for motor control MSc Marcus Frean
Phillip Wong Program Simplification in Genetic Programming MSc Mengjie Zhang
James Bebbington Reinforcement learning and Restricted Boltzmann Machines MSc Marcus Frean
Huayang Xie Speech recognition for ESOL MSc Mengjie Zhang and Peter Andreae
Richard Mansfield Stability and evolution in rock-paper-scissors ecologies PhD Marcus Frean
Praveen Choppala Tracking multiple sources using particle filtering PhD Paul Teal, Marcus Frean
Son Nguyen Vietnamese Text Categorisation PhD Peter Andreae and Xiaoying Sharon Gao
Daniel Crabtree Web clustering and search PhD Xiaoying Sharon Gao and Peter Andreae