D. MacDonald

Non-linear principal components: projection and reconstruction

D. MacDonald, C. Fyfe, C. Fyfe, 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).

Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning

Emilio Corchado, Colin Fyfe, Donald MacDonald, 2004, MICAI.

Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit

Emilio Corchado, Colin Fyfe, Donald MacDonald, 2002, Data Mining and Knowledge Discovery.

Classification and ICA using maximum likelihood Hebbian learning

Emilio Corchado, Colin Fyfe, Jos Koetsier, 2002, Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing.

Unsupervised neural networks for the identification of minimum overcomplete basis in visual data

Jos Koetsier, Colin Fyfe, Darryl Charles, 2002, Neurocomputing.

epsilon-insensitive Hebbian learning

Colin Fyfe, Donald MacDonald, C. Fyfe, 2002, Neurocomputing.

Multi-stream Exploratory Projection Pursuit for the Formation of Complex Cells Similar to Visual Cortical Neurons

Colin Fyfe, Darryl Charles, Jos Koetsier, 2002, ICANN.

Comparison of Kohonen, scale-invariant and GTM self-organising maps for interpretation of spectral data

Colin Fyfe, Stephen McGlinchey, Donald MacDonald, 1999, ESANN.

The kernel self-organising map

Colin Fyfe, Donald MacDonald, C. Fyfe, 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

Kernel exploratory projection pursuit

Colin Fyfe, Darryl Charles, Donald MacDonald, 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

Clustering in data space and feature space

C. Fyfe, D. MacDonald, 2002, The European Symposium on Artificial Neural Networks.

Kernel Maximum Likelihood Hebbian Learning

Juan M. Corchado, Emilio Corchado, Colin Fyfe, 2004, International Conference on Computational Science.

Exploratory Correlation Analysis

Colin Fyfe, Darryl Charles, Jos Koetsier, 2002, ESANN.