Donald MacDonald

According to our database, Donald MacDonald authored at least 19 papers between 1999 and 2004.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2004

Internet agents who structure concept formation using kernel self-organising maps.

Emilio Corchado, Donald MacDonald, Colin Fyfe

Int. J. Web Eng. Technol., 2004

Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.

Emilio Corchado, Donald MacDonald, Colin Fyfe

Data Min. Knowl. Discov., 2004

A Kernel Method for Classification.

Donald MacDonald, Jos Koetsier, Emilio Corchado, Colin Fyfe, Juan M. Corchado

Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum Likelihood Hebbian Learning.

Donald MacDonald, Emilio Corchado, Colin Fyfe

Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Strategy Selection in Games Using Co-evolution Between Artificial Immune Systems.

Donald MacDonald, Colin Fyfe

Proceedings of the Entertainment Computing, 2004

Kernel Maximum Likelihood Hebbian Learning.

Jos Koetsier, Emilio Corchado, Donald MacDonald, Juan M. Corchado, Colin Fyfe

Proceedings of the Computational Science, 2004

2002

epsilon-insensitive Hebbian learning.

Colin Fyfe, Donald MacDonald

Neurocomputing, 2002

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

Darryl Charles, Colin Fyfe, Donald MacDonald, Jos Koetsier

Neurocomputing, 2002

Classification and ICA using maximum likelihood Hebbian learning.

Emilio Corchado, Jos Koetsier, Donald MacDonald, Colin Fyfe

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.

Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsébet Merényi

Proceedings of the Artificial Neural Networks, 2002

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

Darryl Charles, Jos Koetsier, Donald MacDonald, Colin Fyfe

Proceedings of the Artificial Neural Networks, 2002

Clustering in data space and feature space.

Donald MacDonald, Colin Fyfe

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Exploratory Correlation Analysis.

Jos Koetsier, Donald MacDonald, Darryl Charles, Colin Fyfe

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

Unsupervised neural networks for visualisation of data.

Donald MacDonald

PhD thesis, 2001

2000

Kernel exploratory projection pursuit.

Donald MacDonald, Colin Fyfe, Darryl Charles

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

The kernel self-organising map.

Donald MacDonald, Colin Fyfe

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

1999

Data Mining using Unsupervised Neural Networks.

Donald MacDonald, Colin Fyfe

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 1999

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

Donald MacDonald, Stephen McGlinchey, John Kawala, Colin Fyfe

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

Neural networks which identify composite factors.

Donald MacDonald, Darryl Charles, Colin Fyfe

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999