Convex Multiview Fisher Discriminant Analysis (2009)
Diethe, Tom, Shawe-Taylor, John
Section 1.3 was incorrect, and 2.1 will be removed from further submissions. A rewritten version will be posted in the future.
Detection of changes in patterns of brain activity according to musical tonality (2009)
Diethe, Tom, Durrant, Simon, Shawe-Taylor, John, Neubauer, Heinrich
A common structural element of Western tonal music is the change of key within a melodic sequence. The present paper examines data from a set of experiments that were conducted to analyse human...
Matching Pursuit Kernel Fisher Discriminant Analysis (2009)
Diethe, Tom, Hussain, Zakria, Hardoon, David, Shawe-Taylor, John
We derive a novel sparse version of Kernel Fisher Discriminant Analysis (KFDA) using an approach based on Matching Pursuit (MP). We call this algorithm Matching Pursuit Kernel Fisher Discriminant...
The Future of Augmentation Managers (2008)
In every Augmented Cognition (AugCog) application, where a closed-loop architecture is implemented, there is a requirement for a system that is responsible for the implementation of the strategies...
Multiview Learning with Labels (2008)
Diethe, Tom, Hardoon, David, Shawe-Taylor, John
CCA can be seen as a multiview extension of PCA, in which information from two sources is used for learning by finding a subspace in which the two views are most correlated. However PCA, and by...
Modelling the effects of colony age on the foraging behaviour of harvester ants (2007)
The colonies of certain species of ants, for example Pogonomyrmex barbatus, exhibit changes in behaviour as the colonies grow older, despite nearly all of the individual ants being replaced each year...
Linear Programming Boosting for the Classification of Musical Genre (2007)
Diethe, Tom, Shawe-Taylor, John
area of music research, and as such provides a good starting point for testing a new algorithm. The Music Information Retrieval Evaluation eXchange (MIREX) is a yearly competition in a wide range of...