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Parallel Stochastic Optimization Algorithms

This project is investigating the application of unorthodox optimization techniques such fuzzy logic, genetic algorithms, neural networks, simulated annealing, ant colonies, Tabu se more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Resilience and distributed systems for a healthy society

This project aims to develop an understanding of the link between the nature of distributed systems and the resilience that underpins healthy future societies. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Self-Assembly and Self-Organization in Complex Distributed Systems

The aim of this project is use a range of algorithmic techniques (graph theoretic, game theoretic, information theoretic) to study and gain insight into the processes of self-assemb more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Biological metaphors and resilience

The project will seek inspiration from biological networks to optimize the resilience of public health systems. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

MicroRNAs as Regulators of Cellular Programs

This project involves modeling the role of transcription factors and miRNAs in the control of systems implicated in maintaining and regaining optimal health. more...

Supervisor(s): Zomaya, Albert Y. (Professor), Vadas, Mathew (Professor)

Novel Electrodes for rapid electrophysiological recording

Rapid monitoring of emergencies including heart attack and stroke are limited by electrode movements.  This project aims at using a range of methods to improve electrodes inclu more...

Supervisor(s): McEwan, Alistair (Professor), Jin, Craig (Associate Professor), Leong, Philip (Professor)

Next Generation Audio Coding

Next generation audio coding involves the reproduction of spatial audio at increasing spatial resolution. For example, we would like to be able to extract second-order signals from more...

Supervisor(s): Jin, Craig (Associate Professor), Leong, Philip (Professor), McEwan, Alistair (Professor)

Spherical multi-modal scene analysis

The next generation of webcam is likely to be a multi-modal spherical scene analysis device that improves human-computer interaction. This research project explores how to successfu more...

Supervisor(s): Jin, Craig (Associate Professor), Leong, Philip (Professor), McEwan, Alistair (Professor)

Statistical models of ear shape and ear acoustics

The future of personal audio devices relies on statistical shape analysis of ears and ear acoustics. We have the world’s largest database of head-ear meshes together with ear more...

Supervisor(s): Jin, Craig (Associate Professor), Leong, Philip (Professor), McEwan, Alistair (Professor)

Binaural signal processing algorithms for hearing aids

Within the last half-decade that it has become possible to transfer audio signals between bilaterally-fitted hearing aids (Moore, 2007, The Hearing Journal, Vol. 40, No. 11, pp 46-4 more...

Supervisor(s): Jin, Craig (Associate Professor), Leong, Philip (Professor), McEwan, Alistair (Professor)